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(PDF) Bioinspired Associative Memories | Roberto Vazquez - Academia.edu
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Fransén</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Network: Computation in Neural Systems, 1998</p><div class="ds-related-work--ctas"><button class="ds2-5-text-link ds2-5-text-link--inline js-swp-download-button" data-signup-modal="{"location":"wsj-grid-card-download-pdf-modal","work_title":"A model of cortical associative memory based on a horizontal network of connected columns","attachmentId":72197990,"attachmentType":"pdf","work_url":"https://www.academia.edu/57168952/A_model_of_cortical_associative_memory_based_on_a_horizontal_network_of_connected_columns","alternativeTracking":true}"><span class="material-symbols-outlined" style="font-size: 18px" translate="no">download</span><span class="ds2-5-text-link__content">Download free PDF</span></button><a class="ds2-5-text-link ds2-5-text-link--inline js-wsj-grid-card-view-pdf" href="https://www.academia.edu/57168952/A_model_of_cortical_associative_memory_based_on_a_horizontal_network_of_connected_columns"><span class="ds2-5-text-link__content">View PDF</span><span class="material-symbols-outlined" style="font-size: 18px" translate="no">chevron_right</span></a></div></div><div class="ds-related-work--container js-wsj-grid-card" data-collection-position="9" data-entity-id="70166626" data-sort-order="default"><a class="ds-related-work--title js-wsj-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/70166626/An_entropic_associative_memory">An entropic associative memory</a><div class="ds-related-work--metadata"><a class="js-wsj-grid-card-author ds2-5-body-sm ds2-5-body-link" data-author-id="31347993" href="https://independent.academia.edu/LuisPineda26">Luis Pineda</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Scientific Reports, 2021</p><p class="ds-related-work--abstract ds2-5-body-sm">Natural memories are associative, declarative and distributed, and memory retrieval is a constructive operation. In addition, cues of objects that are not contained in the memory are rejected directly. Symbolic computing memories resemble natural memories in their declarative character, and information can be stored and recovered explicitly; however, they are reproductive rather than constructive, and lack the associative and distributed properties. Sub-symbolic memories developed within the connectionist or artificial neural networks paradigm are associative and distributed, but lack the declarative property, the capability of rejecting objects that are not included in the memory, and memory retrieval is also reproductive. In this paper we present a memory model that sustains the five properties of natural memories. We use Relational-Indeterminate Computing to model associative memory registers that hold distributed representations of individual objects. This mode of computing has ...</p><div class="ds-related-work--ctas"><button class="ds2-5-text-link ds2-5-text-link--inline js-swp-download-button" data-signup-modal="{"location":"wsj-grid-card-download-pdf-modal","work_title":"An entropic associative memory","attachmentId":80016918,"attachmentType":"pdf","work_url":"https://www.academia.edu/70166626/An_entropic_associative_memory","alternativeTracking":true}"><span class="material-symbols-outlined" style="font-size: 18px" translate="no">download</span><span class="ds2-5-text-link__content">Download free PDF</span></button><a class="ds2-5-text-link ds2-5-text-link--inline js-wsj-grid-card-view-pdf" href="https://www.academia.edu/70166626/An_entropic_associative_memory"><span class="ds2-5-text-link__content">View PDF</span><span class="material-symbols-outlined" style="font-size: 18px" translate="no">chevron_right</span></a></div></div></div></div><div class="ds-sticky-ctas--wrapper js-loswp-sticky-ctas hidden"><div class="ds-sticky-ctas--grid-container"><div class="ds-sticky-ctas--container"><button class="ds2-5-button js-swp-download-button" data-signup-modal="{"location":"continue-reading-button--sticky-ctas","attachmentId":47394796,"attachmentType":"pdf","workUrl":null}">See full PDF</button><button class="ds2-5-button ds2-5-button--secondary js-swp-download-button" data-signup-modal="{"location":"download-pdf-button--sticky-ctas","attachmentId":47394796,"attachmentType":"pdf","workUrl":null}"><span class="material-symbols-outlined" style="font-size: 20px" translate="no">download</span>Download PDF</button></div></div></div><div class="ds-below-fold--grid-container"><div class="ds-work--container js-loswp-embedded-document"><div class="attachment_preview" data-attachment="Attachment_47394796" style="display: none"><div class="js-scribd-document-container"><div class="scribd--document-loading js-scribd-document-loader" style="display: block;"><img alt="Loading..." src="//a.academia-assets.com/images/loaders/paper-load.gif" /><p>Loading Preview</p></div></div><div style="text-align: center;"><div class="scribd--no-preview-alert js-preview-unavailable"><p>Sorry, preview is currently unavailable. 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ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/1510151/A_New_Model_of_BAM_Alpha_Beta_Bidirectional_Associative_Memories">A New Model of BAM: Alpha-Beta Bidirectional Associative Memories</a><div class="ds-related-work--metadata"><a class="js-related-work-grid-card-author ds2-5-body-sm ds2-5-body-link" data-author-id="345906" href="https://alfabeta.academia.edu/Itzam%C3%A1L%C3%B3pezY%C3%A1%C3%B1ez">Itzamá López Yáñez</a></div><p class="ds-related-work--metadata ds2-5-body-xs">2006</p><div class="ds-related-work--ctas"><button class="ds2-5-text-link ds2-5-text-link--inline js-swp-download-button" data-signup-modal="{"location":"wsj-grid-card-download-pdf-modal","work_title":"A New Model of BAM: Alpha-Beta Bidirectional Associative Memories","attachmentId":50945375,"attachmentType":"pdf","work_url":"https://www.academia.edu/1510151/A_New_Model_of_BAM_Alpha_Beta_Bidirectional_Associative_Memories","alternativeTracking":true}"><span class="material-symbols-outlined" 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href="https://independent.academia.edu/MHasselmo">Michael Hasselmo</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Current Opinion in Neurobiology, 1999</p><div class="ds-related-work--ctas"><button class="ds2-5-text-link ds2-5-text-link--inline js-swp-download-button" data-signup-modal="{"location":"wsj-grid-card-download-pdf-modal","work_title":"Neural models of memory","attachmentId":63982446,"attachmentType":"pdf","work_url":"https://www.academia.edu/43680144/Neural_models_of_memory","alternativeTracking":true}"><span class="material-symbols-outlined" style="font-size: 18px" translate="no">download</span><span class="ds2-5-text-link__content">Download free PDF</span></button><a class="ds2-5-text-link ds2-5-text-link--inline js-related-work-grid-card-view-pdf" href="https://www.academia.edu/43680144/Neural_models_of_memory"><span class="ds2-5-text-link__content">View PDF</span><span class="material-symbols-outlined" style="font-size: 18px" 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href="https://www.academia.edu/31349606/Pattern_separation_and_synchronization_in_spiking_associative_memories_and_visual_areas">Pattern separation and synchronization in spiking associative memories and visual areas</a><div class="ds-related-work--metadata"><a class="js-related-work-grid-card-author ds2-5-body-sm ds2-5-body-link" data-author-id="59912764" href="https://independent.academia.edu/G%C3%BCntherPalm">Günther Palm</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Neural Networks, 2001</p><div class="ds-related-work--ctas"><button class="ds2-5-text-link ds2-5-text-link--inline js-swp-download-button" data-signup-modal="{"location":"wsj-grid-card-download-pdf-modal","work_title":"Pattern separation and synchronization in spiking associative memories and visual 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data-author-id="33145972" href="https://ucberkeley.academia.edu/BillBaird">Bill Baird</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Oxford university press, New York, 1993</p><div class="ds-related-work--ctas"><button class="ds2-5-text-link ds2-5-text-link--inline js-swp-download-button" data-signup-modal="{"location":"wsj-grid-card-download-pdf-modal","work_title":"A normal form projection algorithm for associative memory","attachmentId":59677744,"attachmentType":"pdf","work_url":"https://www.academia.edu/39528169/A_normal_form_projection_algorithm_for_associative_memory","alternativeTracking":true}"><span class="material-symbols-outlined" style="font-size: 18px" translate="no">download</span><span class="ds2-5-text-link__content">Download free PDF</span></button><a class="ds2-5-text-link ds2-5-text-link--inline js-related-work-grid-card-view-pdf" href="https://www.academia.edu/39528169/A_normal_form_projection_algorithm_for_associative_memory"><span 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