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This report reveals significant opportunity in various parts of the edge AI chip landscape, with the edge AI chip market forecast to grow to over US$22 billion by 2034."> <meta property="og:type" content="book" > <meta property="og:title" content="Puces IA pour applications de pointe 2024-2034 : l'intelligence artificielle à la périphérie" > <meta property="og:description" content="This report characterizes the edge AI chip markets, technologies, and players. Granular forecasts over a 10-year period (up to and including 2034) across 6 different areas (therein 3 primary regional geographies, consumer and enterprise use, 5 device architectures (GPUs, CPUs, ASICs, DSPs and FPGAs), 3 device packaging types, 3 application areas, and 7 industry verticals) - along with surveys of key edge applications for AI including smartphones, tablets, and automotive - make this the most comprehensive study compiled for AI processors and accelerators at the edge. This report reveals significant opportunity in various parts of the edge AI chip landscape, with the edge AI chip market forecast to grow to over US$22 billion by 2034."> <meta property="og:url" content="https://www.idtechex.com/fr/research-report/puces-ia-pour-applications-de-pointe-2024-2034-160-lintelligence-artificielle-la-p-riph-rie/956"> <meta property="og:image" content="//idtxs3.imgix.net/si/40000/AD/F1.png?w=1066&h=600&fit=crop&crop=faces,entropy&q=50&fm=pjpg" > <meta property="article:published_time" content="2023-08-16"> <meta property="article:publisher" content="https://www.facebook.com/IDTechExResearch/"> <meta property="book:author" content="https://www.idtechex.com/fr/team/leo-charlton/2873"> <meta property="book:isbn" content="9781915514851"> <meta property="book:released_date" content="2023-08-16"> <meta property="og:site_name" content="IDTechEx"> <meta property="fb:app_id" content="1905389916393394"> <meta name="twitter:card" content="summary_large_image"> <meta name="twitter:site" content="@idtechex"> <meta name="twitter:creator" content="@idtechex"> <meta name="twitter:title" content="Puces IA pour applications de pointe 2024-2034 : l'intelligence artificielle à la périphérie: IDTechEx"> <meta name="twitter:description" content="This report characterizes the edge AI chip markets, technologies, and players. Granular forecasts over a 10-year period (up to and including 2034) across 6 different areas (therein 3 primary regional geographies, consumer and enterprise use, 5 device architectures (GPUs, CPUs, ASICs, DSPs and FPGAs), 3 device packaging types, 3 application areas, and 7 industry verticals) - along with surveys of key edge applications for AI including smartphones, tablets, and automotive - make this the most comprehensive study compiled for AI processors and accelerators at the edge. This report reveals significant opportunity in various parts of the edge AI chip landscape, with the edge AI chip market forecast to grow to over US$22 billion by 2034."> <meta name="twitter:image" content="http://idtxs3.imgix.net/si/40000/AD/F1.png?w=1066&h=600&fit=crop&crop=faces,entropy&q=50&fm=pjpg" /> <meta name="keywords" content="Market research reports,Market insights,Market forecast"><link href="//cdn.idtechex.com/css/core.css?bn=216" rel="stylesheet"> <link href="//cdn.idtechex.com/css/font-awesome.min.css?bn=216" rel="stylesheet"> <link href="//cdn.idtechex.com/css/staticpage.css?bn=216" rel="stylesheet"> <link href="//cdn.idtechex.com/css/bootstrap/bootstrap-theme.css?bn=2" rel="stylesheet"> <link href="//cdn.idtechex.com/css/bootstrap/bootstrap4.min.css?bn=2" rel="stylesheet"> <link href="//cdn.idtechex.com/css/main_v6d.css?bn=216" rel="stylesheet"> <link href="//cdn.idtechex.com/css/content_v6.css?bn=216" rel="stylesheet"> <link 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list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Matériel d'impression 3D 2022-2032 </a> <a href="/fr/research-report/3d-printing-materials-market-2022-2032/873" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché des matériaux d'impression 3D</a> <a href="/fr/research-report/metal-additive-manufacturing-2022-2032-technology-and-market-outlook/861" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Fabrication additive métallique 2022-2032 </a> <a href="/fr/research-report/polymer-additive-manufacturing-2023-2033-technology-and-market-outlook/891" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Fabrication additive de polymères 2023-2033 </a> <a href="/fr/reports/3d-printing/47" class="colour- colour-webtopic47 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic9_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/5g-6g-rfid-and-telecoms/9" class="colour- colour-webtopic9 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">5G, 6G, RFID & Telecoms</a> <a href="/fr/research-report/5g-market-2023-2033-technology-trends-forecasts-players/895" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché de la 5G 2023-2033 </a> <a href="/fr/research-report/5g-small-cells-2021-2031-technologies-markets-forecast/825" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Petites cellules 5G 2021-2031 </a> <a href="/fr/research-report/6g-market-2023-2043-technology-trends-forecasts-players/911" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché de la 6G 2023-2043 </a> <a href="/fr/research-report/antenna-in-package-aip-for-5g-and-6g-2024-2034-technologies-trends-markets/989" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Antenne intégrée (AiP) pour la 5G et la 6G 2024-2034 </a> <a href="/fr/research-report/low-loss-materials-for-5g-and-6g-2024-2034-markets-trends-forecasts/986" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Matériaux à faibles pertes pour la 5G et la 6G 2024-2034 </a> <a href="/fr/research-report/metamaterials-markets-2024-2034-optical-and-radio-frequency/1010" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Métamatériaux optiques et radiofréquences 2024-2034 </a> <a href="/fr/research-report/quantum-communication-market-2024-2034-technology-trends-players-forecasts/984" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché de la communication quantique 2024-2034 </a> <a href="/fr/research-report/rfid-forecasts-players-and-opportunities-2023-2033/927" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Prévisions, acteurs et opportunités de la RFID</a> <a href="/fr/research-report/smart-packaging-2023-2033/931" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Emballage intelligent</a> <a href="/fr/research-report/software-defined-vehicles-connected-cars-and-ai-in-cars-2024-2034-markets-trends-and-forecasts/974" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Véhicules définis par logiciel, voitures connectées et IA dans les voitures 2024-2034 </a> <a href="/fr/research-report/thermal-management-for-5g-2022-2032/857" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Gestion thermique pour 5G</a> <a href="/fr/reports/5g-6g-rfid-and-telecoms/9" class="colour- colour-webtopic9 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic77_menu"> <div class="col px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/advanced-materials-and-critical-minerals/77" class="colour- colour-webtopic77 text-white list-group-item list-group-item-mod-top-left list-group-item-action btn-sm">Advanced Materials & Critical Minerals</a> <a href="/fr/research-report/aerogels-2024-2034-technologies-markets-and-players/954" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Aerogels 2024-2034 </a> <a href="/fr/research-report/bioplastics-2025-2035-technology-market-players-and-forecasts/1032" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Bioplastiques 2025-2035 </a> <a href="/fr/research-report/carbon-nanotubes-2023-2033-market-technology-and-players/947" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Nanotubes de carbone 2023-2033 </a> <a href="/fr/research-report/copper-demand-for-cars-2024-2034-trends-utilization-forecasts/973" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Du cuivre pour les voitures 2024-2034 </a> <a href="/fr/research-report/critical-material-recovery-2025-2045-technologies-markets-players/1023" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Récupération des matériaux critiques 2025-2045 </a> <a href="/fr/research-report/direct-lithium-extraction-2025-2035-technologies-players-markets-and-forecasts/1026" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Extraction directe de lithium 2025-2035 </a> <a href="/fr/research-report/electrically-conductive-adhesives-2022-2032-technologies-markets-and-forecasts/830" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Adhésifs électriquement conducteurs 2022-2032 </a> <a href="/fr/research-report/emerging-alternative-leathers-2024-2034-technologies-trends-players/980" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Cuirs alternatifs émergents 2024-2034 </a> <a href="/fr/research-report/emi-shielding-for-electronics-2024-2034-forecasts-technologies-applications/961" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Blindage EMI pour appareils électroniques</a> <a href="/fr/research-report/fire-protection-materials-for-ev-batteries-2024-2034-markets-trends-and-forecasts/988" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux de protection incendie pour batteries de véhicules électriques 2024-2034 </a> <a href="/fr/research-report/gas-separation-membranes-2023-2033/940" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Membranes de séparation des gaz</a> <a href="/fr/research-report/graphene-market-and-2d-materials-assessment-2024-2034-technologies-markets-players/967" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Évaluation du marché du graphène et des matériaux 2D 2024-2034 </a> <a href="/fr/research-report/helium-market-2025-2035-applications-alternatives-and-reclamation/1025" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché de l'hélium 2025-2035 </a> <a href="/fr/research-report/low-loss-materials-for-5g-and-6g-2024-2034-markets-trends-forecasts/986" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux à faibles pertes pour la 5G et la 6G 2024-2034 </a> <a href="/fr/research-report/materials-for-electric-vehicle-battery-cells-and-packs-2023-2033/936" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Matériaux pour cellules et packs de batteries de véhicules électriques</a> <a href="/fr/research-report/materials-for-green-hydrogen-production-2024-2034-technologies-players-forecasts/970" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux pour la production d'hydrogène vert 2024-2034 </a> <a href="/fr/research-report/materials-for-pem-fuel-cells-2024-2034-technologies-markets-players/987" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Matériaux pour piles à combustible PEM 2024-2034 </a> <a href="/fr/research-report/materials-informatics-2024-2034-markets-strategies-players/990" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Informatique des matériaux 2024-2034 </a> <a href="/fr/research-report/metal-organic-frameworks-mofs-2024-2034-market-technology-and-players/1004" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Cadres organométalliques (MOF) 2024-2034 </a> <a href="/fr/reports/advanced-materials-and-critical-minerals/77" class="colour- colour-webtopic77 text-white list-group-item list-group-item-mod-bottom-left list-group-item-action btn-sm"></a> </div> </div> <div class="col px-0" style="margin-left:2px; margin-right:2px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/advanced-materials-and-critical-minerals/77" class="colour- colour-webtopic77 text-white list-group-item list-group-item-mod-top-right list-group-item-action btn-sm"></a> <a href="/fr/research-report/metamaterials-markets-2024-2034-optical-and-radio-frequency/1010" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Métamatériaux optiques et radiofréquences 2024-2034 </a> <a href="/fr/research-report/per-and-polyfluoroalkyl-substances-pfas-2024-emerging-applications-alternatives-regulations/999" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Substances perfluoroalkyliques et polyfluoroalkyliques (PFAS) 2024 </a> <a href="/fr/research-report/quantum-dot-materials-and-technologies-2024-2034-trends-markets-applications/952" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux et technologies à points quantiques 2024-2034 </a> <a href="/fr/research-report/thermal-interface-materials-2024-2034-technologies-markets-and-forecasts/1011" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Matériaux d'interface thermique 2024-2034 </a> <a href="/fr/research-report/white-biotechnology-2024-2034/959" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Biotechnologie blanche</a> <a href="/fr/reports/advanced-materials-and-critical-minerals/77" class="colour- colour-webtopic77 text-white list-group-item list-group-item-mod-bottom-right list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic8_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/batteries-and-energy-storage/8" class="colour- colour-webtopic8 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Batteries & Energy Storage</a> <a href="/fr/research/energy-market-intelligence-subscription" class="list-group-item-secondary list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller border-top"><span class="font-weight-light">Subscription</span><br><span class="font-weight-bold">Energy Research Subscription</span></a> <a href="/fr/research-report/advanced-li-ion-battery-technologies-2024-2034-technologies-players-forecasts/1002" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Technologies avancées de batteries Li-ion 2024-2034 </a> <a href="/fr/research-report/ai-driven-battery-technology-2025-2035-technology-innovation-and-opportunities/1049" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Technologie des batteries pilotée par l'IA 2025-2035 </a> <a href="/fr/research-report/batteries-for-stationary-energy-storage-2025-2035-markets-forecasts-players-and-technologies/1021" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Batteries pour le stockage stationnaire de l'énergie 2025-2035 </a> <a href="/fr/research-report/battery-markets-in-construction-agriculture-and-mining-machines-2024-2034/1008" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marchés des batteries dans les machines de construction, d'agriculture et d'exploitation minière</a> <a href="/fr/research-report/direct-lithium-extraction-2025-2035-technologies-players-markets-and-forecasts/1026" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Extraction directe de lithium 2025-2035 </a> <a href="/fr/research-report/fire-protection-materials-for-ev-batteries-2024-2034-markets-trends-and-forecasts/988" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux de protection incendie pour batteries de véhicules électriques 2024-2034 </a> <a href="/fr/research-report/flexible-batteries-market-2025-2035-technologies-forecasts-and-players/1018" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché des batteries flexibles 2025-2035 </a> <a href="/fr/research-report/li-ion-batteries-and-battery-management-systems-for-electric-vehicles-2024-2034/957" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Blocs de batteries Li-ion et systèmes de gestion de batteries pour véhicules électriques</a> <a href="/fr/research-report/li-ion-battery-market-2025-2035-technologies-players-applications-outlooks-and-forecasts/1027" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché des batteries Li-ion 2025-2035 </a> <a href="/fr/research-report/li-ion-battery-recycling-market-2023-2043/939" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché du recyclage des batteries Li-ion</a> <a href="/fr/research-report/long-duration-energy-storage-market-2024-2044-technologies-players-forecasts/983" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Technologies de stockage d'énergie à long terme 2024-2044 </a> <a href="/fr/research-report/redox-flow-batteries-market-2024-2034-forecasts-technologies-markets/963" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché des batteries Redox Flow</a> <a href="/fr/research-report/scenario-forecasting-spreadsheet-materials-for-electric-vehicle-battery-cells-and-packs/803" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Matériaux pour piles et packs de batteries de véhicules électriques </a> <a href="/fr/research-report/second-life-electric-vehicle-batteries-2023-2033/924" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Batteries d'occasion pour véhicules électriques</a> <a href="/fr/research-report/silicon-anode-battery-technologies-and-markets-2025-2035-players-technologies-applications-markets-forecasts/1052" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Technologies et marchés des batteries à anode au silicium 2025-2035 </a> <a href="/fr/research-report/sodium-ion-batteries-2024-2034-technology-players-markets-and-forecasts/978" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Batteries sodium-ion 2024-2034 </a> <a href="/fr/research-report/solid-state-and-polymer-batteries-2023-2033-technology-forecasts-players/917" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Batteries à semi-conducteurs et à polymère 2023-2033 </a> <a href="/fr/research-report/thermal-energy-storage-2024-2034-technologies-players-markets-and-forecasts/1001" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Stockage de l'énergie thermique 2024-2034 </a> <a href="/fr/reports/batteries-and-energy-storage/8" class="colour- colour-webtopic8 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic2_menu"> <div class="col px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/electric-vehicles/2" class="colour- colour-webtopic2 text-white list-group-item list-group-item-mod-top-left list-group-item-action btn-sm">Electric Vehicles</a> <a href="/fr/research/future-mobility-subscription" class="list-group-item-secondary list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller border-top"><span class="font-weight-light">Subscription</span><br><span class="font-weight-bold">Future Mobility Subscription</span></a> <a href="/fr/research-report/electric-vehicles-land-sea-and-air-2024-2044/962" class="list-group-item-secondary list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller border-top"><span class="font-weight-light">Overview Report</span><br><span class="font-weight-bold">Véhicules électriques </span></a> <a href="/fr/research-report/electric-car-sales-models-and-technologies-database/824" class="list-group-item-secondary list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller border-top"><span class="font-weight-light">Data & Tools</span><br><span class="font-weight-bold">Base de données sur les ventes, modèles et technologies de voitures électriques</span></a> <a href="/fr/research-report/air-taxis-electric-vertical-take-off-and-landing-evtol-aircraft-2024-2044-technologies-players/998" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Taxis aériens </a> <a href="/fr/research-report/autonomous-trucks-2024-2044-technologies-trends-forecasts/1016" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Camions autonomes 2024-2044 </a> <a href="/fr/research-report/autonomous-vehicles-market-2025-2045-robotaxis-autonomous-cars-sensors/1045" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché des véhicules autonomes 2025-2045 </a> <a href="/fr/research-report/battery-electric-and-hydrogen-fuel-cell-trains-2023-2043/930" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Trains électriques à batterie et à pile à combustible à hydrogène</a> <a href="/fr/research-report/battery-markets-in-construction-agriculture-and-mining-machines-2024-2034/1008" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marchés des batteries dans les machines de construction, d'agriculture et d'exploitation minière</a> <a href="/fr/research-report/battery-swapping-for-electric-vehicles-2022-2032-technology-players-and-forecasts/868" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Changement de batterie pour véhicules électriques</a> <a href="/fr/research-report/charging-infrastructure-for-electric-vehicles-and-fleets-2025-2035-markets-technologies-and-forecasts/1035" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Infrastructure de recharge pour véhicules et flottes électriques 2025-2035 </a> <a href="/fr/research-report/copper-demand-for-cars-2024-2034-trends-utilization-forecasts/973" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Du cuivre pour les voitures 2024-2034 </a> <a href="/fr/research-report/electric-and-fuel-cell-buses-2025-2045-markets-players-technologies-and-forecasts/1012" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Bus électriques et à pile à combustible 2025-2045 </a> <a href="/fr/research-report/electric-and-fuel-cell-trucks-2024-2044-markets-technologies-and-forecasts/971" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Camions électriques et à pile à combustible 2024-2044 </a> <a href="/fr/research-report/electric-boats-and-ships-2024-2044/948" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Bateaux et navires électriques</a> <a href="/fr/research-report/electric-light-commercial-vehicles-2025-2045-markets-players-forecasts/1048" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Véhicules utilitaires légers électriques 2025-2045 </a> <a href="/fr/research-report/electric-motors-for-electric-vehicles-2025-2035-technologies-materials-markets-and-forecasts/1031" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Moteurs électriques pour véhicules électriques 2025-2035 </a> <a href="/fr/research-report/electric-vehicles-in-construction-2024-2044-technologies-players-forecasts/1022" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Les véhicules électriques en construction 2024-2044 </a> <a href="/fr/research-report/electric-vehicles-in-india-2021-2041/793" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Véhicules électriques en Inde</a> <a href="/fr/research-report/electric-vehicles-in-mining-2024-2044-technologies-players-and-forecasts/994" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Les véhicules électriques dans le secteur minier 2024-2044 </a> <a href="/fr/research-report/electric-hybrid-and-fuel-cell-light-commercial-vehicles-2021-2041/783" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Véhicules utilitaires légers électriques, hybrides et piles à combustible</a> <a href="/fr/reports/electric-vehicles/2" class="colour- colour-webtopic2 text-white list-group-item list-group-item-mod-bottom-left list-group-item-action btn-sm"></a> </div> </div> <div class="col px-0" style="margin-left:2px; margin-right:2px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/electric-vehicles/2" class="colour- colour-webtopic2 text-white list-group-item list-group-item-mod-top-right list-group-item-action btn-sm"></a> <a href="/fr/research-report/fire-protection-materials-for-ev-batteries-2024-2034-markets-trends-and-forecasts/988" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux de protection incendie pour batteries de véhicules électriques 2024-2034 </a> <a href="/fr/research-report/fuel-cell-boats-and-ships-2023-2033-pemfc-sofc-hydrogen-ammonia-lng/907" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Bateaux et navires à pile à combustible 2023-2033 </a> <a href="/fr/research-report/fuel-cell-electric-vehicles-2024-2044-markets-technologies-and-forecasts/977" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Véhicules électriques à pile à combustible 2024-2044 </a> <a href="/fr/research-report/future-automotive-technologies-2024-2034-applications-megatrends-forecasts/979" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Les technologies automobiles du futur 2024-2034 </a> <a href="/fr/research-report/heads-up-displays-2024-2034-technologies-players-opportunities/991" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Écrans frontaux automobiles 2024-2034 </a> <a href="/fr/research-report/high-voltage-hybrid-cars-buses-and-trucks-2021-2041/788" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marchés des véhicules électriques hybrides complets</a> <a href="/fr/research-report/li-ion-batteries-and-battery-management-systems-for-electric-vehicles-2024-2034/957" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Blocs de batteries Li-ion et systèmes de gestion de batteries pour véhicules électriques</a> <a href="/fr/research-report/li-ion-battery-market-2025-2035-technologies-players-applications-outlooks-and-forecasts/1027" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché des batteries Li-ion 2025-2035 </a> <a href="/fr/research-report/materials-for-electric-vehicle-battery-cells-and-packs-2023-2033/936" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux pour cellules et packs de batteries de véhicules électriques</a> <a href="/fr/research-report/micro-evs-2023-2043-electric-two-wheelers-three-wheelers-and-microcars/915" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Micro EVs 2023-2043 </a> <a href="/fr/research-report/off-grid-charging-for-electric-vehicles-2024-2034-technologies-benchmarking-players-and-forecasts/997" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Recharge hors réseau pour les véhicules électriques 2024-2034 </a> <a href="/fr/research-report/plug-in-hybrid-and-battery-electric-cars-2025-2045-technologies-players-regulations-market-forecasts/1043" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Voitures électriques </a> <a href="/fr/research-report/power-electronics-for-electric-vehicles-2025-2035-technologies-markets-and-forecasts/1014" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Electronique de puissance pour véhicules électriques 2025-2035 </a> <a href="/fr/research-report/roboshuttles-and-autonomous-buses-2024-2044-technologies-trends-forecasts/1020" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Navettes robotiques et bus autonomes 2024-2044 </a> <a href="/fr/research-report/scenario-forecasting-spreadsheet-materials-for-electric-vehicle-battery-cells-and-packs/803" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux pour piles et packs de batteries de véhicules électriques </a> <a href="/fr/research-report/semiconductors-for-autonomous-and-electric-vehicles-2023-2033/921" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Semi-conducteurs automobiles</a> <a href="/fr/research-report/silicon-anode-battery-technologies-and-markets-2025-2035-players-technologies-applications-markets-forecasts/1052" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Technologies et marchés des batteries à anode au silicium 2025-2035 </a> <a href="/fr/research-report/sustainable-future-aviation-2025-2045-trends-technologies-forecasts/1033" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Aviation du futur durable 2025-2045 </a> <a href="/fr/research-report/thermal-interface-materials-2024-2034-technologies-markets-and-forecasts/1011" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux d'interface thermique 2024-2034 </a> <a href="/fr/research-report/thermal-management-for-electric-vehicles-2025-2035-materials-markets-and-technologies/1015" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Gestion thermique des véhicules électriques 2025-2035 </a> <a href="/fr/research-report/thermal-management-for-ev-power-electronics-2024-2034-forecasts-technologies-markets-and-trends/1000" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Gestion thermique pour l'électronique de puissance des véhicules électriques 2024-2034 </a> <a href="/fr/research-report/wireless-charging-market-for-electric-vehicles-2023-2033-technology-players-and-forecasts/896" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché de la recharge sans fil pour les véhicules électriques 2023-2033 </a> <a href="/fr/reports/electric-vehicles/2" class="colour- colour-webtopic2 text-white list-group-item list-group-item-mod-bottom-right list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic115_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/energy-and-decarbonization/115" class="colour- colour-webtopic115 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Energy & Decarbonization</a> <a href="/fr/research/energy-market-intelligence-subscription" class="list-group-item-secondary list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller border-top"><span class="font-weight-light">Subscription</span><br><span class="font-weight-bold">Energy Research Subscription</span></a> <a href="/fr/research-report/blue-hydrogen-production-and-markets-2023-2033-technologies-forecasts-players/922" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Production et marchés de l'hydrogène bleu 2023-2033 </a> <a href="/fr/research-report/carbon-capture-utilization-and-storage-ccus-markets-2025-2045-technologies-market-forecasts-and-players/1017" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marchés du captage, de l'utilisation et du stockage du carbone (CCUS) 2025-2045 </a> <a href="/fr/research-report/carbon-dioxide-removal-cdr-2024-2044-technologies-players-carbon-credit-markets-and-forecasts/1007" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Élimination du dioxyde de carbone (CDR) 2024-2044 </a> <a href="/fr/research-report/carbon-dioxide-utilization-2025-2045-technologies-market-forecasts-and-players/1028" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Utilisation du dioxyde de carbone 2025-2045 </a> <a href="/fr/research-report/decarbonization-of-cement-2025-2035-technologies-market-forecasts-and-players/1050" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Décarbonisation du ciment 2025-2035 </a> <a href="/fr/research-report/green-hydrogen-production-and-electrolyzer-market-2024-2034-technologies-players-forecasts/992" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché de la production d'hydrogène vert et des électrolyseurs 2024-2034 </a> <a href="/fr/research-report/hydrogen-economy-2023-2033-production-storage-distribution-and-applications/946" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Économie de l'hydrogène 2023-2033 </a> <a href="/fr/research-report/hydrogen-internal-combustion-engines-2025-2045-applications-technologies-market-status-and-forecasts/1030" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Moteurs à combustion interne à hydrogène 2025-2045 </a> <a href="/fr/research-report/materials-for-green-hydrogen-production-2024-2034-technologies-players-forecasts/970" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Matériaux pour la production d'hydrogène vert 2024-2034 </a> <a href="/fr/research-report/materials-for-pem-fuel-cells-2024-2034-technologies-markets-players/987" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux pour piles à combustible PEM 2024-2034 </a> <a href="/fr/research-report/nuclear-small-modular-reactors-smrs-2023-2043/934" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Petits réacteurs modulaires nucléaires (PRM)</a> <a href="/fr/research-report/perovskite-photovoltaics-2023-2033/872" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Photovoltaïque pérovskite</a> <a href="/fr/research-report/stationary-fuel-cell-markets-2025-2035-technologies-players-and-forecasts/1037" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marchés des piles à combustible stationnaires 2025-2035 </a> <a href="/fr/research-report/sustainable-biofuels-and-e-fuels-market-2025-2035-technologies-players-forecasts/1039" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché des biocarburants durables et des carburants électroniques 2025-2035 </a> <a href="/fr/research-report/thermal-energy-storage-2024-2034-technologies-players-markets-and-forecasts/1001" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Stockage de l'énergie thermique 2024-2034 </a> <a href="/fr/research-report/thin-film-and-flexible-photovoltaics-2023-2033/885" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Au-delà du silicium </a> <a href="/fr/reports/energy-and-decarbonization/115" class="colour- colour-webtopic115 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic118_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/food-and-agtech/118" class="colour- colour-webtopic118 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Food & AgTech</a> <a href="/fr/research-report/agricultural-robots-and-drones-2022-2032-technologies-markets-and-players/837" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché de la robotique agricole</a> <a href="/fr/research-report/biostimulants-and-biopesticides-2021-2031-technologies-markets-and-forecasts/773" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Biostimulants et biopesticides 2021-2031 </a> <a href="/fr/research-report/cultured-meat-2023-2043/913" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Viande cultivée</a> <a href="/fr/research-report/genetic-engineering-in-agriculture-2021-2031/750" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Génie génétique en agriculture</a> <a href="/fr/research-report/pfas-treatment-2025-2035-technologies-regulations-players-applications/1040" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Traitement des PFAS 2025-2035 </a> <a href="/fr/research-report/plant-based-meat-2021-2031/823" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Viande végétale</a> <a href="/fr/research-report/vertical-farming-2022-2032/871" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Agriculture verticale</a> <a href="/fr/reports/food-and-agtech/118" class="colour- colour-webtopic118 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic110_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/healthcare/110" class="colour- colour-webtopic110 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Healthcare</a> <a href="/fr/research-report/advanced-wound-care-technologies-2020-2030/682" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Technologies avancées de soins des plaies</a> <a href="/fr/research-report/ai-in-drug-discovery-2021-players-technologies-and-applications/818" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">IA dans Drug Discovery 2021 </a> <a href="/fr/research-report/ai-in-medical-diagnostics-2020-2030-image-recognition-players-clinical-applications-forecasts/766" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">IA dans le diagnostic médical 2020-2030 </a> <a href="/fr/research-report/antiviral-and-antimicrobial-technology-market-2023-2033/942" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché des technologies antivirales et antimicrobiennes</a> <a href="/fr/research-report/biosensors-for-point-of-care-diagnostics-2022-2032-technology-opportunities-players-and-forecasts/863" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Biocapteurs pour le diagnostic au point de service 2022-2032 </a> <a href="/fr/research-report/diabetes-management-technologies-2022-2032-markets-players-and-forecasts/862" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Technologies de gestion du diabète 2022-2032 </a> <a href="/fr/research-report/digital-health-and-artificial-intelligence-2024-2034-trends-opportunities-and-outlook/985" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Santé numérique et intelligence artificielle 2024 </a> <a href="/fr/research-report/dna-sequencing-2023-2033-technologies-markets-and-forecasts/887" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Séquençage de l'ADN 2023-2033 </a> <a href="/fr/research-report/electronic-skin-patches-2023-2033/900" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Patchs cutanés électroniques</a> <a href="/fr/research-report/flexible-electronics-in-healthcare-2020-2030/731" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Electronique Flexible dans la Santé</a> <a href="/fr/research-report/remote-patient-monitoring-2023-2033-technologies-markets-and-opportunities/890" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Surveillance à distance des patients 2023-2033 </a> <a href="/fr/research-report/skin-sensors-2020-2030-technologies-markets-players-forecasts/752" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Skin Sensors 2020-2030 </a> <a href="/fr/reports/healthcare/110" class="colour- colour-webtopic110 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic124_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/hydrogen/124" class="colour- colour-webtopic124 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Hydrogen</a> <a href="/fr/research-report/battery-electric-and-hydrogen-fuel-cell-trains-2023-2043/930" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Trains électriques à batterie et à pile à combustible à hydrogène</a> <a href="/fr/research-report/blue-hydrogen-production-and-markets-2023-2033-technologies-forecasts-players/922" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Production et marchés de l'hydrogène bleu 2023-2033 </a> <a href="/fr/research-report/electric-and-fuel-cell-trucks-2024-2044-markets-technologies-and-forecasts/971" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Camions électriques et à pile à combustible 2024-2044 </a> <a href="/fr/research-report/fuel-cell-electric-vehicles-2024-2044-markets-technologies-and-forecasts/977" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Véhicules électriques à pile à combustible 2024-2044 </a> <a href="/fr/research-report/green-hydrogen-production-and-electrolyzer-market-2024-2034-technologies-players-forecasts/992" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché de la production d'hydrogène vert et des électrolyseurs 2024-2034 </a> <a href="/fr/research-report/hydrogen-economy-2023-2033-production-storage-distribution-and-applications/946" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Économie de l'hydrogène 2023-2033 </a> <a href="/fr/research-report/hydrogen-internal-combustion-engines-2025-2045-applications-technologies-market-status-and-forecasts/1030" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Moteurs à combustion interne à hydrogène 2025-2045 </a> <a href="/fr/research-report/long-duration-energy-storage-market-2024-2044-technologies-players-forecasts/983" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Technologies de stockage d'énergie à long terme 2024-2044 </a> <a href="/fr/research-report/materials-for-green-hydrogen-production-2024-2034-technologies-players-forecasts/970" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Matériaux pour la production d'hydrogène vert 2024-2034 </a> <a href="/fr/research-report/materials-for-pem-fuel-cells-2024-2034-technologies-markets-players/987" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux pour piles à combustible PEM 2024-2034 </a> <a href="/fr/research-report/off-grid-charging-for-electric-vehicles-2024-2034-technologies-benchmarking-players-and-forecasts/997" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Recharge hors réseau pour les véhicules électriques 2024-2034 </a> <a href="/fr/research-report/per-and-polyfluoroalkyl-substances-pfas-2024-emerging-applications-alternatives-regulations/999" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Substances perfluoroalkyliques et polyfluoroalkyliques (PFAS) 2024 </a> <a href="/fr/research-report/stationary-fuel-cell-markets-2025-2035-technologies-players-and-forecasts/1037" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marchés des piles à combustible stationnaires 2025-2035 </a> <a href="/fr/research-report/sustainable-future-aviation-2025-2045-trends-technologies-forecasts/1033" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Aviation du futur durable 2025-2045 </a> <a href="/fr/reports/hydrogen/124" class="colour- colour-webtopic124 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic116_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/photonics/116" class="colour- colour-webtopic116 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Photonics</a> <a href="/fr/research-report/advanced-semiconductor-packaging-2025-2035-forecasts-technologies-applications/1042" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Emballage avancé pour semi-conducteurs 2025-2035 </a> <a href="/fr/research-report/automotive-displays-2024-2034-technologies-players-opportunities/958" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Displays automobiles 2024-2034 </a> <a href="/fr/research-report/heads-up-displays-2024-2034-technologies-players-opportunities/991" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Écrans frontaux automobiles 2024-2034 </a> <a href="/fr/research-report/lidar-2024-2034-technologies-players-markets-and-forecasts/995" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Lidar 2024-2034 </a> <a href="/fr/research-report/metamaterials-markets-2024-2034-optical-and-radio-frequency/1010" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Métamatériaux optiques et radiofréquences 2024-2034 </a> <a href="/fr/research-report/micro-led-displays-2024-2034-technology-commercialization-opportunity-market-and-players/968" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Écrans à micro-LED 2024-2034 </a> <a href="/fr/research-report/silicon-photonics-and-photonic-integrated-circuits-2024-2034-market-technologies-and-forecasts/1006" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Photonique au silicium et circuits intégrés photoniques 2024-2034 </a> <a href="/fr/reports/photonics/116" class="colour- colour-webtopic116 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic1_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/printed-and-flexible-electronics/1" class="colour- colour-webtopic1 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Printed & Flexible Electronics</a> <a href="/fr/research-report/flexible-and-printed-electronics-2023-2033-forecasts-technologies-markets/943" class="list-group-item-secondary list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller border-top"><span class="font-weight-light">Overview Report</span><br><span class="font-weight-bold">Électronique flexible et imprimée 2023-2033 </span></a> <a href="/fr/research-report/3d-electronics-additive-electronics-2024-2034-technologies-players-and-markets/1003" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Electronique 3D/Electronique additive 2024-2034 </a> <a href="/fr/research-report/conductive-inks-market-2024-2034-technologies-applications-players/1013" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché des encres conductrices 2024-2034 </a> <a href="/fr/research-report/electronic-skin-patches-2023-2033/900" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Patchs cutanés électroniques</a> <a href="/fr/research-report/flexible-batteries-market-2025-2035-technologies-forecasts-and-players/1018" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché des batteries flexibles 2025-2035 </a> <a href="/fr/research-report/flexible-electronics-in-healthcare-2020-2030/731" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Electronique Flexible dans la Santé</a> <a href="/fr/research-report/flexible-hybrid-electronics-2024-2034/950" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Électronique hybride flexible</a> <a href="/fr/research-report/in-mold-electronics-2023-2033/919" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">In-Mold Electronics</a> <a href="/fr/research-report/manufacturing-printed-electronics-2023-2033/916" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Fabrication de produits électroniques imprimés</a> <a href="/fr/research-report/materials-for-printed-flexible-electronics-2021-2031-technologies-applications-market-forecasts/785" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux pour l'électronique imprimée/flexible 2021-2031 </a> <a href="/fr/research-report/printed-and-flexible-electronics-for-automotive-applications-2021-2031-technologies-and-markets/806" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Électronique imprimée et flexible pour applications automobiles 2021-2031 </a> <a href="/fr/research-report/printed-and-flexible-sensors-2024-2034-technologies-players-markets/993" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Capteurs imprimés et flexibles 2024-2034 </a> <a href="/fr/research-report/smart-packaging-2023-2033/931" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Emballage intelligent</a> <a href="/fr/research-report/stretchable-and-conformal-electronics-2019-2029/636" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Électronique extensible et conforme</a> <a href="/fr/reports/printed-and-flexible-electronics/1" class="colour- colour-webtopic1 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic122_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/quantum-technologies/122" class="colour- colour-webtopic122 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Quantum Technologies</a> <a href="/fr/research-report/quantum-communication-market-2024-2034-technology-trends-players-forecasts/984" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché de la communication quantique 2024-2034 </a> <a href="/fr/research-report/quantum-computing-market-2024-2044-technology-trends-players-forecasts/996" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché de l'informatique quantique 2024-2044 </a> <a href="/fr/research-report/quantum-sensors-market-2024-2044/951" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché des capteurs quantiques</a> <a href="/fr/research-report/quantum-technology-market-2024-2034-trends-players-forecasts/1005" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché des technologies quantiques 2024-2034 </a> <a href="/fr/reports/quantum-technologies/122" class="colour- colour-webtopic122 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic99_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/robotics-and-autonomy/99" class="colour- colour-webtopic99 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Robotics & Autonomy</a> <a href="/fr/research-report/agricultural-robots-and-drones-2022-2032-technologies-markets-and-players/837" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché de la robotique agricole</a> <a href="/fr/research-report/automotive-radar-2024-2044-forecasts-technologies-applications/966" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Radar automobile 2024-2044 </a> <a href="/fr/research-report/autonomous-trucks-2024-2044-technologies-trends-forecasts/1016" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Camions autonomes 2024-2044 </a> <a href="/fr/research-report/autonomous-vehicles-market-2025-2045-robotaxis-autonomous-cars-sensors/1045" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché des véhicules autonomes 2025-2045 </a> <a href="/fr/research-report/collaborative-robots-2025-2045-technologies-players-and-markets/1046" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Robots collaboratifs 2025-2045 </a> <a href="/fr/research-report/drone-market-and-industries-2021-2041/787" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché et industries des drones</a> <a href="/fr/research-report/future-automotive-technologies-2024-2034-applications-megatrends-forecasts/979" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Les technologies automobiles du futur 2024-2034 </a> <a href="/fr/research-report/infrared-ir-cameras-for-automotive-2025-2035-technologies-opportunities-forecasts/1029" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Caméras infrarouges (IR) pour l'automobile 2025-2035 </a> <a href="/fr/research-report/lidar-2024-2034-technologies-players-markets-and-forecasts/995" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Lidar 2024-2034 </a> <a href="/fr/research-report/mobile-robotics-in-logistics-warehousing-and-delivery-2024-2044/960" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Robotique mobile dans la logistique, l'entreposage et la livraison</a> <a href="/fr/research-report/quantum-communication-market-2024-2034-technology-trends-players-forecasts/984" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché de la communication quantique 2024-2034 </a> <a href="/fr/research-report/roboshuttles-and-autonomous-buses-2024-2044-technologies-trends-forecasts/1020" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Navettes robotiques et bus autonomes 2024-2044 </a> <a href="/fr/research-report/sensors-for-robotics-2023-2043-technologies-markets-and-forecasts/908" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Capteurs pour la robotique 2023-2043 </a> <a href="/fr/research-report/service-robots-2022-2032-technologies-players-and-markets/864" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Robots de service 2022-2032 </a> <a href="/fr/research-report/software-defined-vehicles-connected-cars-and-ai-in-cars-2024-2034-markets-trends-and-forecasts/974" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Véhicules définis par logiciel, voitures connectées et IA dans les voitures 2024-2034 </a> <a href="/fr/research-report/thermal-management-for-advanced-driver-assistance-systems-adas-2023-2033/875" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Gestion thermique pour les systèmes avancés d'assistance à la conduite (ADAS)</a> <a href="/fr/reports/robotics-and-autonomy/99" class="colour- colour-webtopic99 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic121_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/semiconductors-computing-and-ai/121" class="colour- colour-webtopic121 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Semiconductors, Computing & AI</a> <a href="/fr/research-report/advanced-semiconductor-packaging-2025-2035-forecasts-technologies-applications/1042" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Emballage avancé pour semi-conducteurs 2025-2035 </a> <a href="/fr/research-report/ai-chips-2023-2033/937" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Puces AI</a> <a href="/fr/research-report/ai-chips-for-edge-applications-2024-2034-artificial-intelligence-at-the-edge/956" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Puces IA pour applications de pointe 2024-2034 </a> <a href="/fr/research-report/ai-in-drug-discovery-2021-players-technologies-and-applications/818" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">IA dans Drug Discovery 2021 </a> <a href="/fr/research-report/ai-in-medical-diagnostics-2020-2030-image-recognition-players-clinical-applications-forecasts/766" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">IA dans le diagnostic médical 2020-2030 </a> <a href="/fr/research-report/antenna-in-package-aip-for-5g-and-6g-2024-2034-technologies-trends-markets/989" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Antenne intégrée (AiP) pour la 5G et la 6G 2024-2034 </a> <a href="/fr/research-report/automotive-radar-2024-2044-forecasts-technologies-applications/966" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Radar automobile 2024-2044 </a> <a href="/fr/research-report/chiplet-technology-2025-2035-technology-opportunities-applications/1041" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Chiplet Technology 2025-2035 </a> <a href="/fr/research-report/co-packaged-optics-cpo-2025-2035-technologies-market-and-forecasts/1019" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Optiques co-emballées (CPO) 2025-2035 </a> <a href="/fr/research-report/electrically-conductive-adhesives-2022-2032-technologies-markets-and-forecasts/830" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Adhésifs électriquement conducteurs 2022-2032 </a> <a href="/fr/research-report/flexible-hybrid-electronics-2024-2034/950" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Électronique hybride flexible</a> <a href="/fr/research-report/materials-and-processing-for-advanced-semiconductor-packaging-2025-2035-technologies-players-forecasts/1044" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux et traitement pour les emballages de semi-conducteurs avancés 2025-2035 </a> <a href="/fr/research-report/materials-informatics-2024-2034-markets-strategies-players/990" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Informatique des matériaux 2024-2034 </a> <a href="/fr/research-report/quantum-communication-market-2024-2034-technology-trends-players-forecasts/984" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché de la communication quantique 2024-2034 </a> <a href="/fr/research-report/quantum-computing-market-2024-2044-technology-trends-players-forecasts/996" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché de l'informatique quantique 2024-2044 </a> <a href="/fr/research-report/quantum-technology-market-2024-2034-trends-players-forecasts/1005" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché des technologies quantiques 2024-2034 </a> <a href="/fr/research-report/semiconductors-for-autonomous-and-electric-vehicles-2023-2033/921" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Semi-conducteurs automobiles</a> <a href="/fr/research-report/silicon-photonics-and-photonic-integrated-circuits-2024-2034-market-technologies-and-forecasts/1006" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Photonique au silicium et circuits intégrés photoniques 2024-2034 </a> <a href="/fr/research-report/thermal-management-for-5g-2022-2032/857" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Gestion thermique pour 5G</a> <a href="/fr/research-report/thermal-management-for-data-centers-2025-2035-technologies-markets-and-opportunities/1036" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Gestion thermique des centres de données 2025-2035 </a> <a href="/fr/research-report/thermal-management-for-ev-power-electronics-2024-2034-forecasts-technologies-markets-and-trends/1000" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Gestion thermique pour l'électronique de puissance des véhicules électriques 2024-2034 </a> <a href="/fr/reports/semiconductors-computing-and-ai/121" class="colour- colour-webtopic121 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic95_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/sensors-haptics-and-displays/95" class="colour- colour-webtopic95 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Sensors, Haptics & Displays</a> <a href="/fr/research-report/automotive-radar-2024-2044-forecasts-technologies-applications/966" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Radar automobile 2024-2044 </a> <a href="/fr/research-report/brain-computer-interfaces-2025-2045-technologies-players-forecasts/1024" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Interfaces cerveau-ordinateur 2025-2045 </a> <a href="/fr/research-report/displays-for-virtual-augmented-and-mixed-reality-2024-2034-forecasts-technologies-markets/955" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Écrans pour réalité virtuelle, augmentée et mixte 2024-2034 </a> <a href="/fr/research-report/emerging-image-sensor-technologies-2024-2034-applications-and-markets/965" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Technologies émergentes de capteurs d'image 2024-2034 </a> <a href="/fr/research-report/environmental-gas-sensor-market-2024-2034-technology-trends-forecasts-players/964" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché des capteurs de gaz environnementaux 2024-2034 </a> <a href="/fr/research-report/haptics-2025-2035-technologies-markets-players/1034" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Haptics 2025-2035 </a> <a href="/fr/research-report/heads-up-displays-2024-2034-technologies-players-opportunities/991" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Écrans frontaux automobiles 2024-2034 </a> <a href="/fr/research-report/in-cabin-sensing-2024-2034-technologies-opportunities-and-markets/972" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Détection en cabine 2024-2034 </a> <a href="/fr/research-report/infrared-ir-cameras-for-automotive-2025-2035-technologies-opportunities-forecasts/1029" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Caméras infrarouges (IR) pour l'automobile 2025-2035 </a> <a href="/fr/research-report/lidar-2024-2034-technologies-players-markets-and-forecasts/995" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Lidar 2024-2034 </a> <a href="/fr/research-report/micro-led-displays-2024-2034-technology-commercialization-opportunity-market-and-players/968" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Écrans à micro-LED 2024-2034 </a> <a href="/fr/research-report/printed-and-flexible-sensors-2024-2034-technologies-players-markets/993" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Capteurs imprimés et flexibles 2024-2034 </a> <a href="/fr/research-report/quantum-sensors-market-2024-2044/951" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché des capteurs quantiques</a> <a href="/fr/research-report/quantum-technology-market-2024-2034-trends-players-forecasts/1005" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché des technologies quantiques 2024-2034 </a> <a href="/fr/research-report/sensor-market-2025-2035-technologies-trends-players-forecasts/1038" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché des capteurs 2025-2035 </a> <a href="/fr/research-report/sensors-for-robotics-2023-2043-technologies-markets-and-forecasts/908" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Capteurs pour la robotique 2023-2043 </a> <a href="/fr/research-report/skin-sensors-2020-2030-technologies-markets-players-forecasts/752" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Skin Sensors 2020-2030 </a> <a href="/fr/research-report/thermal-management-for-advanced-driver-assistance-systems-adas-2023-2033/875" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Gestion thermique pour les systèmes avancés d'assistance à la conduite (ADAS)</a> <a href="/fr/research-report/wearable-sensors-market-2025-2035-technologies-trends-players-forecasts/1051" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Marché des capteurs portables 2025-2035 </a> <a href="/fr/reports/sensors-haptics-and-displays/95" class="colour- colour-webtopic95 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic120_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/sustainability/120" class="colour- colour-webtopic120 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Sustainability</a> <a href="/fr/research-report/bioplastics-2025-2035-technology-market-players-and-forecasts/1032" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Bioplastiques 2025-2035 </a> <a href="/fr/research-report/carbon-capture-utilization-and-storage-ccus-markets-2025-2045-technologies-market-forecasts-and-players/1017" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marchés du captage, de l'utilisation et du stockage du carbone (CCUS) 2025-2045 </a> <a href="/fr/research-report/carbon-dioxide-removal-cdr-2024-2044-technologies-players-carbon-credit-markets-and-forecasts/1007" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Élimination du dioxyde de carbone (CDR) 2024-2044 </a> <a href="/fr/research-report/carbon-dioxide-utilization-2025-2045-technologies-market-forecasts-and-players/1028" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Utilisation du dioxyde de carbone 2025-2045 </a> <a href="/fr/research-report/chemical-recycling-and-dissolution-of-plastics-2024-2034-technologies-players-markets-forecasts/1009" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Recyclage chimique et dissolution des plastiques 2024-2034 </a> <a href="/fr/research-report/cultured-meat-2023-2043/913" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Viande cultivée</a> <a href="/fr/research-report/decarbonization-of-cement-2025-2035-technologies-market-forecasts-and-players/1050" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Décarbonisation du ciment 2025-2035 </a> <a href="/fr/research-report/emerging-alternative-leathers-2024-2034-technologies-trends-players/980" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Cuirs alternatifs émergents 2024-2034 </a> <a href="/fr/research-report/per-and-polyfluoroalkyl-substances-pfas-2024-emerging-applications-alternatives-regulations/999" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Substances perfluoroalkyliques et polyfluoroalkyliques (PFAS) 2024 </a> <a href="/fr/research-report/pfas-treatment-2025-2035-technologies-regulations-players-applications/1040" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Traitement des PFAS 2025-2035 </a> <a href="/fr/research-report/second-life-electric-vehicle-batteries-2023-2033/924" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Batteries d'occasion pour véhicules électriques</a> <a href="/fr/research-report/sustainable-biofuels-and-e-fuels-market-2025-2035-technologies-players-forecasts/1039" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché des biocarburants durables et des carburants électroniques 2025-2035 </a> <a href="/fr/research-report/sustainable-electronics-manufacturing-2023-2033/902" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Fabrication électronique durable</a> <a href="/fr/research-report/sustainable-packaging-market-2023-2033/929" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Marché des emballages durables</a> <a href="/fr/reports/sustainability/120" class="colour- colour-webtopic120 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">See all reports on the topic</a> </div> </div> </div> <div class="collapse collapse-mod report-menu row mx-0" id="webtopic123_menu"> <div class="col-6 px-0" style="margin-left:3px;"> <div class="list-group mr-0 pb-2"> <a href="/fr/reports/thermal-management/123" class="colour- colour-webtopic123 text-white list-group-item list-group-item-mod list-group-item-action btn-sm">Thermal Management</a> <a href="/fr/research-report/fire-protection-materials-for-ev-batteries-2024-2034-markets-trends-and-forecasts/988" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Matériaux de protection incendie pour batteries de véhicules électriques 2024-2034 </a> <a href="/fr/research-report/thermal-interface-materials-2024-2034-technologies-markets-and-forecasts/1011" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Matériaux d'interface thermique 2024-2034 </a> <a href="/fr/research-report/thermal-management-for-5g-2022-2032/857" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller">Gestion thermique pour 5G</a> <a href="/fr/research-report/thermal-management-for-advanced-driver-assistance-systems-adas-2023-2033/875" class="list-group-item list-group-item-mod list-group-item-action btn-sm pl-2 fs-smaller bg-stripe">Gestion thermique pour les systèmes 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href="javascript:void(0);" class="btn btn-info btn-sm order-in-sub-btn btn-push-10 btn-bright">Order in a Subscription</a> </span> <a href="/fr/research/market-intelligence-subscription" target="_blank" style="display:block;font-size:0.8em;text-align:center;">About subscriptions</a> </div> <div> <a href="https://www.idtechex.com/users/action/dl.asp?documentid=27546" class="btn btn-sm samplepages" style="color:white !important;background-color:#577cbb !important"><span>Download Sample Pages<span></a> </div> </div> </div> <div class="viewoption"> <span class="selected">Show All</span> <span data-show="description">Description</span> <span data-show="contents">Contents, Table & Figures List</span> <span class="pricing" data-show="orderinfo">Pricing</span> <span class="d-none" data-show="relatedcontent">Related Content</span></div> <div class="report-description"> <div class="blanksectionheading pagesection"></div> <div class="sectioncontent"><div>The global AI chips market for edge devices will grow to US$22.0 billion by 2034, with the three largest industry verticals at that time being Consumer Electronics, Industrial, and Automotive. Artificial Intelligence (AI) is already displaying significant transformative potential across a number of different applications, from fraud detection in high-frequency trading to the use of generative AI (such as the likes of ChatGPT) as a significant time-saver for the preparation of written documentation, as well as a creative prompt. While the use of semiconductor chips with neural network architectures (these architectures being especially well-equipped in handling machine learning workloads, machine learning being an integral facet to functioning AI) is prevalent within data centers, it is at the edge where significant opportunity for adoption of AI lies. The benefits to end-users of providing a greater array of functionalities to edge devices, as well as - in certain applications - being able to fully outsource human-hours to intelligent systems, is significant. AI has already found its way into the flagship smartphones of the world's leading designers, and is set to be rolled out across a number of different devices, from automotive vehicles to smart appliances in the home.</div><div> </div><div>Following a period of dedicated research by expert analysts, IDTechEx has published a report that offers unique insights into the global edge AI chip technology landscape and corresponding markets. The report contains a comprehensive analysis of 23 players involved with AI chip design for edge devices, as well as a detailed assessment of technology innovations and market dynamics. The market analysis and forecasts focus on total revenue (where this corresponds to the revenue that can be attributed to the specific neural network architecture included in sold chips/chipsets that is responsible for handling machine learning workloads), with granular forecasts that are segmented by geography (APAC, Europe, North America, and Rest of World), type of buyer (consumer and enterprise), chip architecture (GPU, CPU, ASIC, DSP, and FPGA), packaging type (System-on-Chip, Multi-Chip Module, and 2.5D+), application (language, computer vision, and predictive), and industry vertical (industrial, healthcare, automotive, retail, media & advertising, consumer electronics, and others).</div><div> </div><div>The report presents an unbiased analysis of primary data gathered via our interviews with key players, and it builds on our expertise in the semiconductor, computing and electronics sectors.</div><div> </div><div>This research delivers valuable insights for:</div><ul><li>Companies that require AI-capable hardware.</li><li>Companies that design/manufacture AI chips and/or AI-capable embedded systems.</li><li>Companies that supply components used in AI-capable embedded systems.</li><li>Companies that invest in AI and/or semiconductor design, manufacture, and packaging.</li><li>Companies that develop devices that may require AI functionality.</li></ul><div> </div><div><img src="//idtxs3.imgix.net/si/40000/BE/87.png?w=1200&q=50&px=16&fm=png" data-src="//idtxs3.imgix.net/si/40000/BE/87.png?w=1200&q=50" class="lazyload mediaimg imgzmr" data-imgzmr-url="//cdn.idtechex.com/si/40000/BE/87.png" width="1200"></div><div><i>Computing can be segmented with regards to the different environments, designated by where computation takes place within the network (i.e. within the cloud or at the edge of the network). This report covers the consumer edge and enterprise edge environments. Source: IDTechEx</i></div></div> <div class="clr"></div> <div class="blanksectionheading pagesection"></div> <div class="sectioncontent"><div><span class="sectionbold">Artificial Intelligence at the Edge</span></div><div>The differentiation between edge and cloud computing environments is not a trivial one, as each environment has its own requirements and capabilities. An edge computing environment is one in which computations are performed on a device - usually the same device on which the data is created - that is at the edge of the network (and, therefore, close to the user). This contrasts with cloud or data center computing, which is at the center of the network. Such edge devices include cars, cameras, laptops, mobile phones, autonomous vehicles, etc. In all of these instances, computation is carried out close to the user, at the edge of the network where the data is located. Given this definition of edge computing, edge AI is therefore the deployment of AI applications at the edge of the network, in the types of devices listed above. The benefits of running AI applications on edge devices include not having to send data back and forth between the cloud and the edge device to carry out the computation; as such, edge devices running AI algorithms can make decisions quickly without needing a connection to the internet or the cloud. Given that many edge devices run on a power cell, AI chips used for such edge devices need to have lower power consumption than within data centers, in order to be able to run effectively on these devices. This results in typically simpler algorithms being deployed, that don't require as much power.</div><div> </div><div>Edge devices can be split into two categories depending on who they are intended for; consumer devices are sold directly to end-users, and so are developed with end-user requirements in mind. Enterprise devices, on the other hand, are purchased by businesses or institutions, who may have different requirements to the end-user. Both types of edge devices are considered in the report.</div><div> </div><div><img src="//idtxs3.imgix.net/si/40000/BE/82.png?w=1200&q=50&px=16&fm=png" data-src="//idtxs3.imgix.net/si/40000/BE/82.png?w=1200&q=50" class="lazyload mediaimg imgzmr" data-imgzmr-url="//cdn.idtechex.com/si/40000/BE/82.png" width="1200"></div><div><i>The consumer electronics, industrial, and automotive industry verticals are expected to generate the most revenue for AI chips at the edge by 2034. Source: IDTechEx</i></div></div> <div class="clr"></div> <div class="blanksectionheading pagesection"></div> <div class="sectioncontent"><div><span class="sectionbold">AI: A crucial technology for an Internet of Things</span></div><div>AI's capabilities in natural language processing (understanding of textual data, not just from a linguistic perspective but also a contextual one), speech recognition (being able to decipher a spoken language and convert it to text in the same language, or convert to another language), recommendation (being able to send personalized adverts/suggestions to consumers based on their interactions with service items), reinforcement learning (being able to make predictions based on observations/exploration, such as is used when training agents to play a game), object detection, and image classification (being able to distinguish objects from an environment, and decide on what that object is) are such that AI can be applied to a number of different devices across industry verticals and thoroughly transform the ways in which human users interact with these devices. This can range from additional functionality that enhances user experience (such as in smartphones, smart televisions, personal computers, and tablets), to functionality that is inherently crucial to the technology (such as is the case for autonomous vehicles and industrial robots, which would simply not be able to function in the desired manner without the inclusion of AI).</div><div> </div><div>The Smart Home in particular is a growing avenue for AI (which primarily comprises consumer electronics products), given that artificial intelligence (allowing for automation and hands-free access) and Wi-Fi connectivity are two key technologies for realizing an Internet of Things (IoT), where appliances can communicate directly with one another. Smart televisions, mirrors, virtual reality headsets, sensors, kitchen appliances, cleaning appliances, and safety systems are all devices that can be brought into a state of interconnectivity through the deployment of artificial intelligence and Wi-Fi, where AI allows for hands-free access and voice command over smart home devices. The opportunity afforded by bringing AI into the home is reflected somewhat by the growth of the consumer electronics vertical over the forecast period, with it being the industry that generates the most revenue for edge AI chips in 2034.</div><div> </div><div><img src="//idtxs3.imgix.net/si/40000/BE/8A.png?w=1200&q=50&px=16&fm=png" data-src="//idtxs3.imgix.net/si/40000/BE/8A.png?w=1200&q=50" class="lazyload mediaimg imgzmr" data-imgzmr-url="//cdn.idtechex.com/si/40000/BE/8A.png" width="1200"></div><div><i>The Edge AI chip landscape. Source: IDTechEx</i></div></div> <div class="clr"></div> <div class="blanksectionheading pagesection"></div> <div class="sectioncontent"><div><span class="sectionbold">The growth of AI at the edge</span></div><div>While the forecast presented in this report does predict substantial growth of AI at the edge over the next ten years - where global revenue is in excess of US$22 billion by 2034 - this growth is anything but steady. This is due to the saturation and stop-start nature of certain markets that have already employed AI architectures in their incumbent chipsets, and where rigorous testing is necessary prior to high volume rollout, respectively. For example, the smartphone market has already begun to saturate; though premiumization of smartphones continues (where the percentage share of total smartphones sold given over to premium smartphones is, year-on-year, increasing), where AI revenue increases as more premium smartphones are sold given that these smartphones incorporate AI coprocessing in their chipsets, it is expected that this will itself begin to saturate over the next ten years.</div><div> </div><div>In contrast to this, two notable jumps in revenue on the forecast presented in the report are from 2024 to 2025, and 2026 to 2027. The first of these jumps can be largely attributed to the most cutting-edge ADAS (Advanced Driver-Assistance Systems) finding their way into car manufacturers' 2025 production line. The second jump is due in part to increased adoption of ADAS systems, as well as the relative maturation of start-ups operating presently targeting embedded devices, especially for smart home appliances. These applications are discussed in greater detail in the report, with a particular focus on the smartphone and automotive markets.</div><div> </div><div><img src="//idtxs3.imgix.net/si/40000/BE/89.png?w=1200&q=50&px=16&fm=png" data-src="//idtxs3.imgix.net/si/40000/BE/89.png?w=1200&q=50" class="lazyload mediaimg imgzmr" data-imgzmr-url="//cdn.idtechex.com/si/40000/BE/89.png" width="1200"></div><div><i>Smartphone price as compared to the node process that incumbent chipsets have been manufactured in. This plot has been created from a survey - carried out specifically for this report - of 196 smartphones released since 2020, 91 of which incorporate neural network architectures to allow for AI acceleration. Source: IDTechEx</i></div><div> </div><div><span class="sectionbold">Market developments and roadmaps</span></div><div>IDTechEx's model of the edge AI chips market considers architectural trends, developments in packaging, the dispersion/concentration of funding and investments, historical financial data, individual industry vertical market saturation, and geographically-localized ecosystems to give an accurate representation of the evolving market value over the next ten years.</div><div> </div><div>Our report answers important questions such as:</div><ul><li>Which industry verticals will AI chips for edge devices be used most prominently in?</li><li>What opportunities are there for growth within the edge computing environments?</li><li>How has the adoption of AI within more mature markets been received, and what are the obstacles to adoption in more emergent applications?</li><li>How will each AI chip application and industry vertical grow in the short and long-term?</li><li>What are the trends associated with the design and manufacture of chips that incorporate neural network architectures?</li></ul><div> </div><div><span class="sectionbold">Summary</span></div><div>This report provides critical market intelligence concerning AI hardware at the edge, particularly chips used for accelerating machine learning workloads. This includes:</div><div> </div><div><span class="sectionbold">Market forecasts and analysis</span></div><ul><li>Market forecasts from 2024-2034, segmented in six different ways: by geography, architecture, packaging, end-user, application and industry vertical.</li><li>Analysis of market forecasts, including assumptions, methodologies, limitations, and explanations for the characteristics of each forecast.</li></ul><div> </div><div><span class="sectionbold">A review of the technology behind AI chips</span></div><ul><li>History and context for AI chip design and manufacture.</li><li>Overview of different architectures.</li><li>General capabilities of AI chips.</li><li>Review of semiconductor manufacture processes, from raw material to wafer to chip.</li><li>Review of the physics behind transistor technology.</li><li>Review of transistor technology development, and industry/company roadmaps in this area.</li><li>Analysis of the benchmarking used in the industry for AI chips.</li></ul><div> </div><div><span class="sectionbold">Surveys and analysis of key edge AI applications</span></div><ul><li>Analysis of the chipsets included in almost 200 smartphones released since 2020, along with pricing estimations and key trends.</li><li>Analysis of the chipsets included in almost 50 tablets released since 2020, along with pricing estimations and key trends.</li><li>Performance comparisons for automotive chipsets, along with key trends with regards performance, power consumption, and efficiency.</li></ul><div> </div><div><span class="sectionbold">Full market characterization for each major edge AI chip product</span></div><ul><li>Review of the edge AI chip landscape, including key players across edge applications.</li><li>Profiles of 23 of the most prominent companies designing AI chips for edge applications today, with a focus on their latest and in-development chip technologies.</li><li>Reviews of promising start-up companies developing AI chips for edge applications.</li></ul></div> <div class="clr"></div> <div class="blanksectionheading pagesection"></div> <div class="sectioncontent"><div><style type="text/css">.actable, .acth{border: 1px solid white;border-collapse: collapse;padding: 10px;}.actable{border-radius: 25px;}.acthead .acth{background-color:#162667;color:#ffffff;font-weight:bold;text-align:center;vertical-align:top}.actbody .acth{background-color:#375ca0;color:#ffffff;font-weight:bold;text-align:center;vertical-align:top}.actd{text-align:center;vertical-align:top;border-top: 1px solid #162667;padding: 10px;}</style><table class="actable"><thead class="acthead"><tr><th class="acth">Report Metrics</th><th class="acth">Details</th></tr></thead><tbody class="actbody"><tr><th class="acth">Historic Data</th><td class="actd">2019 - 2022</td></tr><tr><th class="acth">CAGR</th><td class="actd">The global market for AI chips at the edge will reach US$22.0 billion by 2034. This represents a CAGR of 7.63% over the forecast period (2024 to 2034).</td></tr><tr><th class="acth">Forecast Period</th><td class="actd">2024 - 2034</td></tr><tr><th class="acth">Forecast Units</th><td class="actd">USD$ Billions</td></tr><tr><th class="acth">Regions Covered</th><td class="actd">Worldwide, All Asia-Pacific, North America (USA + Canada), Europe</td></tr><tr><th class="acth">Segments Covered</th><td class="actd">Geography (North America, APAC, Europe, Rest of World), architecture (FPGA, CPU, GPU, DSP, ASIC), packaging (SoC, MCM, 2.5D+), end-user (consumer, enterprise), application (computer vision, language, predictive), and industry vertical (consumer electronics, industrial, automotive, healthcare, retail, media & advertising, other).</td></tr></tbody></table></div></div> <div class="clr"></div> <div class="sectionheading">Analyst access from IDTechEx</div> <div class="sectioncontent"> <div>All report purchases include up to 30 minutes telephone time with an expert analyst who will help you link key findings in the report to the business issues you're addressing. This needs to be used within three months of purchasing the report.</div> </div> <div class="clr"></div> <div class="sectionheading">Further information</div> <div class="sectioncontent"> <div>If you have any questions about this report, please do not hesitate to contact our report team at <a href="mailto:research@IDTechEx.com">research@IDTechEx.com</a> or call one of our sales managers:<br></div> <div><br></div> <div><span class="sectionbold">AMERICAS (USA)</span>: <a href="tel:+1-617-577-7890">+1 617 577 7890</a><br></div> <div><span class="sectionbold">ASIA (Japan):</span> <a href="tel:+81-3-3216-7209">+81 3 3216 7209</a><br></div> <div><span class="sectionbold">ASIA:</span> <a href="tel:+82-10-3896-6219">+82 10 3896 6219</a></div> <div><span class="sectionbold">EUROPE (UK)</span> <a href="tel:+44-1223-812300">+44 1223 812300</a><br></div> </div> <div class="clr"></div> </div> <div class="order-mid"> <input type="hidden" class="samplepages" id="samplepages" 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style="color:white !important;background-color:#577cbb !important"><span>Download Sample Pages<span></a> </div> </div> </div> <div style="padding:10px 0px;"></div> </div> <div class="report-contents"> <div class="sectionheading"><a name="toc"></a>Table of Contents</div> <table style="margin-left:10px"> <tr><td class="tocsection1">1.</td><td class="tocname1">EXECUTIVE SUMMARY</td></tr><tr><td class="tocsection2">1.1.</td><td class="tocname2">Edge AI</td></tr><tr><td class="tocsection2">1.2.</td><td class="tocname2">IDTechEx definition of Edge AI</td></tr><tr><td class="tocsection2">1.3.</td><td class="tocname2">Edge vs Cloud characteristics</td></tr><tr><td class="tocsection2">1.4.</td><td class="tocname2">Advantages and disadvantages of edge AI</td></tr><tr><td class="tocsection2">1.5.</td><td class="tocname2">Edge devices that employ AI chips</td></tr><tr><td class="tocsection2">1.6.</td><td class="tocname2">The edge AI chip landscape - overview</td></tr><tr><td class="tocsection2">1.7.</td><td class="tocname2">The edge AI chip landscape - key hardware players</td></tr><tr><td class="tocsection2">1.8.</td><td class="tocname2">The edge AI chip landscape - hardware start-ups</td></tr><tr><td class="tocsection2">1.9.</td><td class="tocname2">The AI chip landscape - other than hardware</td></tr><tr><td class="tocsection2">1.10.</td><td class="tocname2">Edge AI landscape - geographic split: China</td></tr><tr><td class="tocsection2">1.11.</td><td class="tocname2">Edge AI landscape - geographic split: North America</td></tr><tr><td class="tocsection2">1.12.</td><td class="tocname2">Edge AI landscape - geographic split: Rest of World</td></tr><tr><td class="tocsection2">1.13.</td><td class="tocname2">Inference at the edge</td></tr><tr><td class="tocsection2">1.14.</td><td class="tocname2">Deep learning: How an AI algorithm is implemented</td></tr><tr><td class="tocsection2">1.15.</td><td class="tocname2">AI chip capabilities</td></tr><tr><td class="tocsection1">2.</td><td class="tocname1">FORECASTS</td></tr><tr><td class="tocsection2">2.1.</td><td class="tocname2">Total revenue forecast</td></tr><tr><td class="tocsection2">2.2.</td><td class="tocname2">Methodology and analysis</td></tr><tr><td class="tocsection2">2.3.</td><td class="tocname2">Estimating annual revenue from smartphone chipsets</td></tr><tr><td class="tocsection2">2.4.</td><td class="tocname2">Smartphone chipset costs</td></tr><tr><td class="tocsection2">2.5.</td><td class="tocname2">Costs garnered by AI in smartphone chipsets</td></tr><tr><td class="tocsection2">2.6.</td><td class="tocname2">Revenue forecast by geography</td></tr><tr><td class="tocsection2">2.7.</td><td class="tocname2">Percentage shares of market by geography</td></tr><tr><td class="tocsection2">2.8.</td><td class="tocname2">Chip types: architecture</td></tr><tr><td class="tocsection2">2.9.</td><td class="tocname2">Forecast by chip type</td></tr><tr><td class="tocsection2">2.10.</td><td class="tocname2">Semiconductor packaging timeline</td></tr><tr><td class="tocsection2">2.11.</td><td class="tocname2">From 1D to 3D semiconductor packaging</td></tr><tr><td class="tocsection2">2.12.</td><td class="tocname2">2D packaging - System-on-Chip</td></tr><tr><td class="tocsection2">2.13.</td><td class="tocname2">2D packaging - Multi-Chip Modules</td></tr><tr><td class="tocsection2">2.14.</td><td class="tocname2">2.5D and 3D packaging - System-in-Package</td></tr><tr><td class="tocsection2">2.15.</td><td class="tocname2">3D packaging - System-on-Package</td></tr><tr><td class="tocsection2">2.16.</td><td class="tocname2">Forecast by packaging</td></tr><tr><td class="tocsection2">2.17.</td><td class="tocname2">Consumer vs Enterprise forecast</td></tr><tr><td class="tocsection2">2.18.</td><td class="tocname2">Forecast by application</td></tr><tr><td class="tocsection2">2.19.</td><td class="tocname2">Forecast by industry vertical</td></tr><tr><td class="tocsection2">2.20.</td><td class="tocname2">Forecast by industry vertical - full</td></tr><tr><td class="tocsection1">3.</td><td class="tocname1">TECHNOLOGY: FROM SEMICONDUCTOR WAFERS TO AI CHIPS</td></tr><tr><td class="tocsection2">3.1.</td><td class="tocname2">Wafer and chip manufacture processes</td></tr><tr><td class="tocsection3">3.1.1.</td><td class="tocname3">Raw material to wafer: process flow</td></tr><tr><td class="tocsection3">3.1.2.</td><td class="tocname3">Wafer to chip: process flow</td></tr><tr><td class="tocsection3">3.1.3.</td><td class="tocname3">Wafer to chip: process flow</td></tr><tr><td class="tocsection3">3.1.4.</td><td class="tocname3">The initial deposition stage</td></tr><tr><td class="tocsection3">3.1.5.</td><td class="tocname3">Thermal oxidation</td></tr><tr><td class="tocsection3">3.1.6.</td><td class="tocname3">Oxidation by vapor deposition</td></tr><tr><td class="tocsection3">3.1.7.</td><td class="tocname3">Photoresist coating</td></tr><tr><td class="tocsection3">3.1.8.</td><td class="tocname3">How a photoresist coating is applied</td></tr><tr><td class="tocsection3">3.1.9.</td><td class="tocname3">Lithography</td></tr><tr><td class="tocsection3">3.1.10.</td><td class="tocname3">Lithography: DUV</td></tr><tr><td class="tocsection3">3.1.11.</td><td class="tocname3">Lithography: Enabling higher resolution</td></tr><tr><td class="tocsection3">3.1.12.</td><td class="tocname3">Lithography: EUV</td></tr><tr><td class="tocsection3">3.1.13.</td><td class="tocname3">Etching</td></tr><tr><td class="tocsection3">3.1.14.</td><td class="tocname3">Deposition and ion implantation</td></tr><tr><td class="tocsection3">3.1.15.</td><td class="tocname3">Deposition of thin films</td></tr><tr><td class="tocsection3">3.1.16.</td><td class="tocname3">Silicon Vapor Phase Epitaxy</td></tr><tr><td class="tocsection3">3.1.17.</td><td class="tocname3">Atmospheric Pressure CVD</td></tr><tr><td class="tocsection3">3.1.18.</td><td class="tocname3">Low Pressure CVD and Plasma-Enhanced CVD</td></tr><tr><td class="tocsection3">3.1.19.</td><td class="tocname3">Atomic Layer Deposition</td></tr><tr><td class="tocsection3">3.1.20.</td><td class="tocname3">Molecular Beam Epitaxy</td></tr><tr><td class="tocsection3">3.1.21.</td><td class="tocname3">Evaporation and Sputtering</td></tr><tr><td class="tocsection3">3.1.22.</td><td class="tocname3">Ion Implantation: Generation</td></tr><tr><td class="tocsection3">3.1.23.</td><td class="tocname3">Ion Implantation: Penetration</td></tr><tr><td class="tocsection3">3.1.24.</td><td class="tocname3">Metallization</td></tr><tr><td class="tocsection3">3.1.25.</td><td class="tocname3">Wafer: The final form</td></tr><tr><td class="tocsection3">3.1.26.</td><td class="tocname3">Semiconductor supply chain players</td></tr><tr><td class="tocsection2">3.2.</td><td class="tocname2">Transistor technology</td></tr><tr><td class="tocsection3">3.2.1.</td><td class="tocname3">How transistors operate: p-n junctions</td></tr><tr><td class="tocsection3">3.2.2.</td><td class="tocname3">How transistors operate: electron shells</td></tr><tr><td class="tocsection3">3.2.3.</td><td class="tocname3">How transistors operate: valence electrons</td></tr><tr><td class="tocsection3">3.2.4.</td><td class="tocname3">How transistors work: back to p-n junctions</td></tr><tr><td class="tocsection3">3.2.5.</td><td class="tocname3">How transistors work: connecting a battery</td></tr><tr><td class="tocsection3">3.2.6.</td><td class="tocname3">How transistors work: PNP operation</td></tr><tr><td class="tocsection3">3.2.7.</td><td class="tocname3">How transistors work: PNP</td></tr><tr><td class="tocsection3">3.2.8.</td><td class="tocname3">How transistors switch</td></tr><tr><td class="tocsection3">3.2.9.</td><td class="tocname3">From p-n junctions to FETs</td></tr><tr><td class="tocsection3">3.2.10.</td><td class="tocname3">How FETs work</td></tr><tr><td class="tocsection3">3.2.11.</td><td class="tocname3">Moore's law</td></tr><tr><td class="tocsection3">3.2.12.</td><td class="tocname3">Gate length reductions</td></tr><tr><td class="tocsection3">3.2.13.</td><td class="tocname3">FinFET</td></tr><tr><td class="tocsection3">3.2.14.</td><td class="tocname3">GAAFET, MBCFET, RibbonFET</td></tr><tr><td class="tocsection3">3.2.15.</td><td class="tocname3">Process nodes</td></tr><tr><td class="tocsection3">3.2.16.</td><td class="tocname3">Device architecture roadmap</td></tr><tr><td class="tocsection3">3.2.17.</td><td class="tocname3">Evolution of transistor device architectures</td></tr><tr><td class="tocsection3">3.2.18.</td><td class="tocname3">Carbon nanotubes for transistors</td></tr><tr><td class="tocsection3">3.2.19.</td><td class="tocname3">CNTFET designs</td></tr><tr><td class="tocsection3">3.2.20.</td><td class="tocname3">Semiconductor foundry node roadmap</td></tr><tr><td class="tocsection3">3.2.21.</td><td class="tocname3">Roadmap for advanced nodes</td></tr><tr><td class="tocsection1">4.</td><td class="tocname1">EDGE INFERENCE AND KEY APPLICATIONS</td></tr><tr><td class="tocsection2">4.1.</td><td class="tocname2">Inference at the edge and benchmarking</td></tr><tr><td class="tocsection3">4.1.1.</td><td class="tocname3">Edge AI</td></tr><tr><td class="tocsection3">4.1.2.</td><td class="tocname3">Edge vs Cloud characteristics</td></tr><tr><td class="tocsection3">4.1.3.</td><td class="tocname3">Advantages and disadvantages of edge AI</td></tr><tr><td class="tocsection3">4.1.4.</td><td class="tocname3">Edge devices that employ AI chips</td></tr><tr><td class="tocsection3">4.1.5.</td><td class="tocname3">AI in smartphones and tablets</td></tr><tr><td class="tocsection3">4.1.6.</td><td class="tocname3">Recent history: Siri</td></tr><tr><td class="tocsection3">4.1.7.</td><td class="tocname3">Text-to-speech</td></tr><tr><td class="tocsection3">4.1.8.</td><td class="tocname3">AI in personal computers</td></tr><tr><td class="tocsection3">4.1.9.</td><td class="tocname3">AI chip basics</td></tr><tr><td class="tocsection3">4.1.10.</td><td class="tocname3">Parallel computing</td></tr><tr><td class="tocsection3">4.1.11.</td><td class="tocname3">Low-precision computing</td></tr><tr><td class="tocsection3">4.1.12.</td><td class="tocname3">AI in speakers</td></tr><tr><td class="tocsection3">4.1.13.</td><td class="tocname3">AI in smart appliances</td></tr><tr><td class="tocsection3">4.1.14.</td><td class="tocname3">AI in automotive vehicles</td></tr><tr><td class="tocsection3">4.1.15.</td><td class="tocname3">AI in sensors and structural health monitoring</td></tr><tr><td class="tocsection3">4.1.16.</td><td class="tocname3">AI in security cameras</td></tr><tr><td class="tocsection3">4.1.17.</td><td class="tocname3">AI in robotics</td></tr><tr><td class="tocsection3">4.1.18.</td><td class="tocname3">AI in wearables and hearables</td></tr><tr><td class="tocsection3">4.1.19.</td><td class="tocname3">The edge AI chip landscap</td></tr><tr><td class="tocsection3">4.1.20.</td><td class="tocname3">Inference at the edge</td></tr><tr><td class="tocsection3">4.1.21.</td><td class="tocname3">Deep learning: How an AI algorithm is implemented</td></tr><tr><td class="tocsection3">4.1.22.</td><td class="tocname3">AI chip capabilities</td></tr><tr><td class="tocsection3">4.1.23.</td><td class="tocname3">AI chip capabilities</td></tr><tr><td class="tocsection3">4.1.24.</td><td class="tocname3">MLPerf - Inference</td></tr><tr><td class="tocsection3">4.1.25.</td><td class="tocname3">MLPerf Edge</td></tr><tr><td class="tocsection3">4.1.26.</td><td class="tocname3">Inference: Edge, Nvidia vs Nvidia</td></tr><tr><td class="tocsection3">4.1.27.</td><td class="tocname3">MLPerf Mobile - Qualcomm HTP</td></tr><tr><td class="tocsection3">4.1.28.</td><td class="tocname3">The battle for domination: Qualcomm vs MediaTek</td></tr><tr><td class="tocsection3">4.1.29.</td><td class="tocname3">MLPerf Tiny</td></tr><tr><td class="tocsection2">4.2.</td><td class="tocname2">AI in smartphones</td></tr><tr><td class="tocsection3">4.2.1.</td><td class="tocname3">Mobile device competitive landscape</td></tr><tr><td class="tocsection3">4.2.2.</td><td class="tocname3">Samsung and Oppo chipsets</td></tr><tr><td class="tocsection3">4.2.3.</td><td class="tocname3">US restrictions on China</td></tr><tr><td class="tocsection3">4.2.4.</td><td class="tocname3">Smartphone chipset landscape 2022 - Present</td></tr><tr><td class="tocsection3">4.2.5.</td><td class="tocname3">MediaTek and Qualcomm 2020 - Present</td></tr><tr><td class="tocsection3">4.2.6.</td><td class="tocname3">AI processing in smartphones: 2020 - Present</td></tr><tr><td class="tocsection3">4.2.7.</td><td class="tocname3">Node concentrations 2020 - Present</td></tr><tr><td class="tocsection3">4.2.8.</td><td class="tocname3">Chipset concentrations 2020 - Present</td></tr><tr><td class="tocsection3">4.2.9.</td><td class="tocname3">Chipset designer concentrations 2020 - Present</td></tr><tr><td class="tocsection3">4.2.10.</td><td class="tocname3">Node concentrations for each chipset designer</td></tr><tr><td class="tocsection3">4.2.11.</td><td class="tocname3">AI-capable versus non AI-capable smartphones</td></tr><tr><td class="tocsection3">4.2.12.</td><td class="tocname3">Chipset volume: 2021 and 2022</td></tr><tr><td class="tocsection2">4.3.</td><td class="tocname2">AI in tablets</td></tr><tr><td class="tocsection3">4.3.1.</td><td class="tocname3">Tablet competitive landscape</td></tr><tr><td class="tocsection3">4.3.2.</td><td class="tocname3">Tablet chipset landscape 2020 - Present</td></tr><tr><td class="tocsection3">4.3.3.</td><td class="tocname3">AI processing in tablets: 2020 - Present</td></tr><tr><td class="tocsection3">4.3.4.</td><td class="tocname3">Node concentrations 2020 - Present</td></tr><tr><td class="tocsection3">4.3.5.</td><td class="tocname3">Chipset designer concentrations 2021 - Present</td></tr><tr><td class="tocsection3">4.3.6.</td><td class="tocname3">Node concentrations for each chipset designer</td></tr><tr><td class="tocsection3">4.3.7.</td><td class="tocname3">AI-capable versus non AI-capable tablets</td></tr><tr><td class="tocsection2">4.4.</td><td class="tocname2">AI in automotive</td></tr><tr><td class="tocsection3">4.4.1.</td><td class="tocname3">AI in automobiles: Competitive landscape</td></tr><tr><td class="tocsection3">4.4.2.</td><td class="tocname3">Levels of driving automation</td></tr><tr><td class="tocsection3">4.4.3.</td><td class="tocname3">Computational efficiencies</td></tr><tr><td class="tocsection3">4.4.4.</td><td class="tocname3">AI chips for automotive vehicles</td></tr><tr><td class="tocsection3">4.4.5.</td><td class="tocname3">Performance and node trends</td></tr><tr><td class="tocsection3">4.4.6.</td><td class="tocname3">Rising power consumption</td></tr><tr><td class="tocsection1">5.</td><td class="tocname1">SUPPLY CHAIN PLAYERS</td></tr><tr><td class="tocsection2">5.1.</td><td class="tocname2">Smartphone chipset case studies</td></tr><tr><td class="tocsection3">5.1.1.</td><td class="tocname3">MediaTek: Dimensity and APU</td></tr><tr><td class="tocsection3">5.1.2.</td><td class="tocname3">Qualcomm: MLPerf results - Inference Mobile and Inference Tiny</td></tr><tr><td class="tocsection3">5.1.3.</td><td class="tocname3">Qualcomm: Mobile AI</td></tr><tr><td class="tocsection3">5.1.4.</td><td class="tocname3">Apple: Neural Engine</td></tr><tr><td class="tocsection3">5.1.5.</td><td class="tocname3">Apple: The ANE's capabilities and shortcomings</td></tr><tr><td class="tocsection3">5.1.6.</td><td class="tocname3">Google: Pixel Neural Core and Pixel Tensor</td></tr><tr><td class="tocsection3">5.1.7.</td><td class="tocname3">Google: Edge TPU</td></tr><tr><td class="tocsection3">5.1.8.</td><td class="tocname3">Samsung: Exynos</td></tr><tr><td class="tocsection3">5.1.9.</td><td class="tocname3">Huawei: Kirin chipsets</td></tr><tr><td class="tocsection3">5.1.10.</td><td class="tocname3">Unisoc: T618 and T710</td></tr><tr><td class="tocsection2">5.2.</td><td class="tocname2">Automotive case studies</td></tr><tr><td class="tocsection3">5.2.1.</td><td class="tocname3">Nvidia: DRIVE AGX Orin and Thor</td></tr><tr><td class="tocsection3">5.2.2.</td><td class="tocname3">Qualcomm: Snapdragon Ride Flex</td></tr><tr><td class="tocsection3">5.2.3.</td><td class="tocname3">Ambarella: CV3-AD685 for automotive applications</td></tr><tr><td class="tocsection3">5.2.4.</td><td class="tocname3">Ambarella: CVflow architecture</td></tr><tr><td class="tocsection3">5.2.5.</td><td class="tocname3">Hailo</td></tr><tr><td class="tocsection3">5.2.6.</td><td class="tocname3">Blaize</td></tr><tr><td class="tocsection3">5.2.7.</td><td class="tocname3">Tesla: FSD</td></tr><tr><td class="tocsection3">5.2.8.</td><td class="tocname3">Horizon Robotics: Journey 5</td></tr><tr><td class="tocsection3">5.2.9.</td><td class="tocname3">Horizon Robotics: Journey 5 Architecture</td></tr><tr><td class="tocsection3">5.2.10.</td><td class="tocname3">Renesas: R-Car 4VH</td></tr><tr><td class="tocsection3">5.2.11.</td><td class="tocname3">Mobileye</td></tr><tr><td class="tocsection3">5.2.12.</td><td class="tocname3">Mobileye: EyeQ Ultra</td></tr><tr><td class="tocsection3">5.2.13.</td><td class="tocname3">Texas Instruments: TDA4VM</td></tr><tr><td class="tocsection2">5.3.</td><td class="tocname2">Embedded device case studies</td></tr><tr><td class="tocsection3">5.3.1.</td><td class="tocname3">Nvidia: Jetson AGX Orin</td></tr><tr><td class="tocsection3">5.3.2.</td><td class="tocname3">NXP Semiconductors: Introduction</td></tr><tr><td class="tocsection3">5.3.3.</td><td class="tocname3">NXP Semiconductors: MCX N</td></tr><tr><td class="tocsection3">5.3.4.</td><td class="tocname3">NXP Semiconductors: i.MX 95 and NPU</td></tr><tr><td class="tocsection3">5.3.5.</td><td class="tocname3">Intel: AI hardware portfolio</td></tr><tr><td class="tocsection3">5.3.6.</td><td class="tocname3">Intel: Core</td></tr><tr><td class="tocsection3">5.3.7.</td><td class="tocname3">Perceive</td></tr><tr><td class="tocsection3">5.3.8.</td><td class="tocname3">Perceive: Ergo 2 architecture</td></tr><tr><td class="tocsection3">5.3.9.</td><td class="tocname3">GreenWaves Technologies</td></tr><tr><td class="tocsection3">5.3.10.</td><td class="tocname3">GreenWaves Technologies: GAP9 architecture</td></tr><tr><td class="tocsection3">5.3.11.</td><td class="tocname3">AMD Xilinx: ACAP</td></tr><tr><td class="tocsection3">5.3.12.</td><td class="tocname3">AMD: Versal AI</td></tr><tr><td class="tocsection3">5.3.13.</td><td class="tocname3">NationalChip: GX series</td></tr><tr><td class="tocsection3">5.3.14.</td><td class="tocname3">NationalChip: GX8002 and gxNPU</td></tr><tr><td class="tocsection3">5.3.15.</td><td class="tocname3">Efinix: Quantum architecture</td></tr><tr><td class="tocsection3">5.3.16.</td><td class="tocname3">Efinix: Titanium and Trion FPGAs</td></tr><tr><td class="tocsection1">6.</td><td class="tocname1">APPENDICES</td></tr><tr><td class="tocsection2">6.1.</td><td class="tocname2">List of smartphones surveyed</td></tr><tr><td class="tocsection3">6.1.1.</td><td class="tocname3">Appendix: List of smartphones surveyed - Apple and Asus</td></tr><tr><td class="tocsection3">6.1.2.</td><td class="tocname3">Appendix: List of smartphones surveyed - Google and Honor</td></tr><tr><td class="tocsection3">6.1.3.</td><td class="tocname3">Appendix: List of smartphones surveyed - Huawei, HTC and Motorola</td></tr><tr><td class="tocsection3">6.1.4.</td><td class="tocname3">Appendix: List of smartphones surveyed - Nokia, OnePlus, Oppo</td></tr><tr><td class="tocsection3">6.1.5.</td><td class="tocname3">Appendix: List of smartphones surveyed - realme</td></tr><tr><td class="tocsection3">6.1.6.</td><td class="tocname3">Appendix: List of smartphones surveyed - Samsung and Sony</td></tr><tr><td class="tocsection3">6.1.7.</td><td class="tocname3">Appendix: List of smartphones surveyed - Tecno Mobile</td></tr><tr><td class="tocsection3">6.1.8.</td><td class="tocname3">Appendix: List of smartphones surveyed - Xiaomi</td></tr><tr><td class="tocsection3">6.1.9.</td><td class="tocname3">Appendix: List of smartphones surveyed - Vivo and ZTE</td></tr><tr><td class="tocsection2">6.2.</td><td class="tocname2">List of tablets surveyed</td></tr><tr><td class="tocsection3">6.2.1.</td><td class="tocname3">Appendix: List of tablets surveyed - Acer, Amazon and Apple</td></tr><tr><td class="tocsection3">6.2.2.</td><td class="tocname3">Appendix: List of tablets surveyed - Barnes & Noble, Google, Huawei, Lenovo</td></tr><tr><td class="tocsection3">6.2.3.</td><td class="tocname3">Appendix: List of tablets surveyed - Microsoft, OnePlus, Samsung, Xiaomi</td></tr> </table> <div> </div> </div> <div class="report-orderinfo"> <h2 class="sectionheading ordering-information">Ordering Information</h2> 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