CINXE.COM

<!DOCTYPE html> <html > <head> <meta charset="utf-8"> <meta rel="search" type="application/opensearchdescription+xml" href="/open_search.xml" title="Academia.edu"> <meta content="width=device-width, initial-scale=1" name="viewport"> <meta name="google-site-verification" content="bKJMBZA7E43xhDOopFZkssMMkBRjvYERV-NaN4R6mrs"> <meta name="csrf-param" content="authenticity_token" /> <meta name="csrf-token" content="77LhiyrV15dSNacnsg8lNM/NMr3uPOD9AeAEduQnauDhWlJNTaVqIBlTaWUQuab/J/D/zbEjI+7udBnGF7L88A==" /> <meta name="citation_title" content="Time course of perceptual discrimination and single neuron reliability" /> <meta name="citation_publication_date" content="1990/01/01" /> <meta name="citation_journal_title" content="Biological Cybernetics" /> <meta name="citation_author" content="Ehud Zohary" /> <meta name="twitter:card" content="summary" /> <meta name="twitter:url" content="https://www.academia.edu/15195314/Time_course_of_perceptual_discrimination_and_single_neuron_reliability" /> <meta name="twitter:title" content="Time course of perceptual discrimination and single neuron reliability" /> <meta name="twitter:description" content="Academia.edu is a platform for academics to share research papers." /> <meta name="twitter:image" content="http://a.academia-assets.com/images/twitter-card.jpeg" /> <meta property="fb:app_id" content="2369844204" /> <meta property="og:type" content="article" /> <meta property="og:url" content="https://www.academia.edu/15195314/Time_course_of_perceptual_discrimination_and_single_neuron_reliability" /> <meta property="og:title" content="Time course of perceptual discrimination and single neuron reliability" /> <meta property="og:image" content="http://a.academia-assets.com/images/open-graph-icons/fb-paper.gif" /> <meta property="og:description" content="Time course of perceptual discrimination and single neuron reliability" /> <meta property="article:author" content="https://huji.academia.edu/EhudZohary" /> <meta name="description" content="Time course of perceptual discrimination and single neuron reliability" /> <title>(PDF) Time course of perceptual discrimination and single neuron reliability | Ehud Zohary - Academia.edu</title> <link rel="canonical" href="https://www.academia.edu/19344457/Time_course_of_perceptual_discrimination_and_single_neuron_reliability" /> <script async src="https://www.googletagmanager.com/gtag/js?id=G-5VKX33P2DS"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-5VKX33P2DS', { cookie_domain: 'academia.edu', send_page_view: false, }); gtag('event', 'page_view', { 'controller': "single_work", 'action': "show", 'controller_action': 'single_work#show', 'logged_in': 'false', 'edge': 'unknown', // Send nil if there is no A/B test bucket, in case some records get logged // with missing data - that way we can distinguish between the two cases. // ab_test_bucket should be of the form <ab_test_name>:<bucket> 'ab_test_bucket': null, }) </script> <script> var $controller_name = 'single_work'; var $action_name = "show"; var $rails_env = 'production'; var $app_rev = '49879c2402910372f4abc62630a427bbe033d190'; var $domain = 'academia.edu'; var $app_host = "academia.edu"; var $asset_host = "academia-assets.com"; var $start_time = new Date().getTime(); var $recaptcha_key = "6LdxlRMTAAAAADnu_zyLhLg0YF9uACwz78shpjJB"; var $recaptcha_invisible_key = "6Lf3KHUUAAAAACggoMpmGJdQDtiyrjVlvGJ6BbAj"; var $disableClientRecordHit = false; </script> <script> window.require = { config: function() { return function() {} } } </script> <script> window.Aedu = window.Aedu || {}; window.Aedu.hit_data = null; window.Aedu.serverRenderTime = new Date(1732519439000); window.Aedu.timeDifference = new Date().getTime() - 1732519439000; </script> <script type="application/ld+json">{"@context":"https://schema.org","@type":"ScholarlyArticle","abstract":null,"author":[{"@context":"https://schema.org","@type":"Person","name":"Ehud Zohary"}],"contributor":[],"dateCreated":"2015-08-26","dateModified":null,"datePublished":"1990-01-01","headline":"Time course of perceptual discrimination and single neuron reliability","inLanguage":"en","keywords":["Cognitive Science","Visual Cortex","Signal Detection Theory","Humans","Standard Deviation","Form perception","Animals","Inspection Time","Biological cybernetics","Time Course"],"locationCreated":null,"publication":"Biological Cybernetics","publisher":{"@context":"https://schema.org","@type":"Organization","name":null},"image":null,"thumbnailUrl":null,"url":"https://www.academia.edu/15195314/Time_course_of_perceptual_discrimination_and_single_neuron_reliability","sourceOrganization":[{"@context":"https://schema.org","@type":"EducationalOrganization","name":"huji"}]}</script><link rel="stylesheet" media="all" href="//a.academia-assets.com/assets/single_work_page/loswp-352e32ba4e89304dc0b4fa5b3952eef2198174c54cdb79066bc62e91c68a1a91.css" /><link rel="stylesheet" media="all" href="//a.academia-assets.com/assets/design_system/body-8d679e925718b5e8e4b18e9a4fab37f7eaa99e43386459376559080ac8f2856a.css" /><link rel="stylesheet" media="all" href="//a.academia-assets.com/assets/design_system/button-3cea6e0ad4715ed965c49bfb15dedfc632787b32ff6d8c3a474182b231146ab7.css" /><link rel="stylesheet" media="all" href="//a.academia-assets.com/assets/design_system/text_button-73590134e40cdb49f9abdc8e796cc00dc362693f3f0f6137d6cf9bb78c318ce7.css" /><link crossorigin="" href="https://fonts.gstatic.com/" rel="preconnect" /><link href="https://fonts.googleapis.com/css2?family=DM+Sans:ital,opsz,wght@0,9..40,100..1000;1,9..40,100..1000&family=Gupter:wght@400;500;700&family=IBM+Plex+Mono:wght@300;400&family=Material+Symbols+Outlined:opsz,wght,FILL,GRAD@20,400,0,0&display=swap" rel="stylesheet" /><link rel="stylesheet" media="all" href="//a.academia-assets.com/assets/design_system/common-10fa40af19d25203774df2d4a03b9b5771b45109c2304968038e88a81d1215c5.css" /> </head> <body> <div id='react-modal'></div> <div class="js-upgrade-ie-banner" style="display: none; text-align: center; padding: 8px 0; background-color: #ebe480;"><p style="color: #000; font-size: 12px; margin: 0 0 4px;">Academia.edu no longer supports Internet Explorer.</p><p style="color: #000; font-size: 12px; margin: 0;">To browse Academia.edu and the wider internet faster and more securely, please take a few seconds to <a href="https://www.academia.edu/upgrade-browser">upgrade your browser</a>.</p></div><script>// Show this banner for all versions of IE if (!!window.MSInputMethodContext || /(MSIE)/.test(navigator.userAgent)) { document.querySelector('.js-upgrade-ie-banner').style.display = 'block'; }</script> <div class="bootstrap login"><div class="modal fade login-modal" id="login-modal"><div class="login-modal-dialog modal-dialog"><div class="modal-content"><div class="modal-header"><button class="close close" data-dismiss="modal" type="button"><span aria-hidden="true">×</span><span class="sr-only">Close</span></button><h4 class="modal-title text-center"><strong>Log In</strong></h4></div><div class="modal-body"><div class="row"><div class="col-xs-10 col-xs-offset-1"><button class="btn btn-fb btn-lg btn-block btn-v-center-content" id="login-facebook-oauth-button"><svg style="float: left; width: 19px; line-height: 1em; margin-right: .3em;" aria-hidden="true" focusable="false" data-prefix="fab" data-icon="facebook-square" class="svg-inline--fa fa-facebook-square fa-w-14" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path fill="currentColor" d="M400 32H48A48 48 0 0 0 0 80v352a48 48 0 0 0 48 48h137.25V327.69h-63V256h63v-54.64c0-62.15 37-96.48 93.67-96.48 27.14 0 55.52 4.84 55.52 4.84v61h-31.27c-30.81 0-40.42 19.12-40.42 38.73V256h68.78l-11 71.69h-57.78V480H400a48 48 0 0 0 48-48V80a48 48 0 0 0-48-48z"></path></svg><small><strong>Log in</strong> with <strong>Facebook</strong></small></button><br /><button class="btn btn-google btn-lg btn-block btn-v-center-content" id="login-google-oauth-button"><svg style="float: left; width: 22px; line-height: 1em; margin-right: .3em;" aria-hidden="true" focusable="false" data-prefix="fab" data-icon="google-plus" class="svg-inline--fa fa-google-plus fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M256,8C119.1,8,8,119.1,8,256S119.1,504,256,504,504,392.9,504,256,392.9,8,256,8ZM185.3,380a124,124,0,0,1,0-248c31.3,0,60.1,11,83,32.3l-33.6,32.6c-13.2-12.9-31.3-19.1-49.4-19.1-42.9,0-77.2,35.5-77.2,78.1S142.3,334,185.3,334c32.6,0,64.9-19.1,70.1-53.3H185.3V238.1H302.2a109.2,109.2,0,0,1,1.9,20.7c0,70.8-47.5,121.2-118.8,121.2ZM415.5,273.8v35.5H380V273.8H344.5V238.3H380V202.8h35.5v35.5h35.2v35.5Z"></path></svg><small><strong>Log in</strong> with <strong>Google</strong></small></button><br /><style type="text/css">.sign-in-with-apple-button { width: 100%; height: 52px; border-radius: 3px; border: 1px solid black; cursor: pointer; }</style><script src="https://appleid.cdn-apple.com/appleauth/static/jsapi/appleid/1/en_US/appleid.auth.js" type="text/javascript"></script><div class="sign-in-with-apple-button" data-border="false" data-color="white" id="appleid-signin"><span   ="Sign Up with Apple" class="u-fs11"></span></div><script>AppleID.auth.init({ clientId: 'edu.academia.applesignon', scope: 'name email', redirectURI: 'https://www.academia.edu/sessions', state: "a58c347c2d51e11373bf2a691ef89d0ea2c00ca58eccf0d0a15eeaae2f95efe4", });</script><script>// Hacky way of checking if on fast loswp if (window.loswp == null) { (function() { const Google = window?.Aedu?.Auth?.OauthButton?.Login?.Google; const Facebook = window?.Aedu?.Auth?.OauthButton?.Login?.Facebook; if (Google) { new Google({ el: '#login-google-oauth-button', rememberMeCheckboxId: 'remember_me', track: null }); } if (Facebook) { new Facebook({ el: '#login-facebook-oauth-button', rememberMeCheckboxId: 'remember_me', track: null }); } })(); }</script></div></div></div><div class="modal-body"><div class="row"><div class="col-xs-10 col-xs-offset-1"><div class="hr-heading login-hr-heading"><span class="hr-heading-text">or</span></div></div></div></div><div class="modal-body"><div class="row"><div class="col-xs-10 col-xs-offset-1"><form class="js-login-form" action="https://www.academia.edu/sessions" accept-charset="UTF-8" method="post"><input name="utf8" type="hidden" value="✓" autocomplete="off" /><input type="hidden" name="authenticity_token" value="j6tiT/03P9uiBLFoafQi6T4ADPmtJjAz7fvIeaM+7uaBQ9GJmkeCbOlifyrLQqEi1j3BifI58yACb9XJUKt49g==" autocomplete="off" /><div class="form-group"><label class="control-label" for="login-modal-email-input" style="font-size: 14px;">Email</label><input class="form-control" id="login-modal-email-input" name="login" type="email" /></div><div class="form-group"><label class="control-label" for="login-modal-password-input" style="font-size: 14px;">Password</label><input class="form-control" id="login-modal-password-input" name="password" type="password" /></div><input type="hidden" name="post_login_redirect_url" id="post_login_redirect_url" value="https://www.academia.edu/15195314/Time_course_of_perceptual_discrimination_and_single_neuron_reliability" autocomplete="off" /><div class="checkbox"><label><input type="checkbox" name="remember_me" id="remember_me" value="1" checked="checked" /><small style="font-size: 12px; margin-top: 2px; display: inline-block;">Remember me on this computer</small></label></div><br><input type="submit" name="commit" value="Log In" class="btn btn-primary btn-block btn-lg js-login-submit" data-disable-with="Log In" /></br></form><script>typeof window?.Aedu?.recaptchaManagedForm === 'function' && window.Aedu.recaptchaManagedForm( document.querySelector('.js-login-form'), document.querySelector('.js-login-submit') );</script><small style="font-size: 12px;"><br />or <a data-target="#login-modal-reset-password-container" data-toggle="collapse" href="javascript:void(0)">reset password</a></small><div class="collapse" id="login-modal-reset-password-container"><br /><div class="well margin-0x"><form class="js-password-reset-form" action="https://www.academia.edu/reset_password" accept-charset="UTF-8" method="post"><input name="utf8" type="hidden" value="✓" autocomplete="off" /><input type="hidden" name="authenticity_token" value="rMacqRDSQZkHLkXy88fmIFaRNCgx3iggCMd7jiNYcWaiLi9vd6L8LkxIi7BRcWXrvqz5WG7B6zPnU2Y+0M3ndg==" autocomplete="off" /><p>Enter the email address you signed up with and we'll email you a reset link.</p><div class="form-group"><input class="form-control" name="email" type="email" /></div><input class="btn btn-primary btn-block g-recaptcha js-password-reset-submit" data-sitekey="6Lf3KHUUAAAAACggoMpmGJdQDtiyrjVlvGJ6BbAj" type="submit" value="Email me a link" /></form></div></div><script> require.config({ waitSeconds: 90 })(["https://a.academia-assets.com/assets/collapse-45805421cf446ca5adf7aaa1935b08a3a8d1d9a6cc5d91a62a2a3a00b20b3e6a.js"], function() { // from javascript_helper.rb $("#login-modal-reset-password-container").on("shown.bs.collapse", function() { $(this).find("input[type=email]").focus(); }); }); </script> </div></div></div><div class="modal-footer"><div class="text-center"><small style="font-size: 12px;">Need an account? <a rel="nofollow" href="https://www.academia.edu/signup">Click here to sign up</a></small></div></div></div></div></div></div><script>// If we are on subdomain or non-bootstrapped page, redirect to login page instead of showing modal (function(){ if (typeof $ === 'undefined') return; var host = window.location.hostname; if ((host === $domain || host === "www."+$domain) && (typeof $().modal === 'function')) { $("#nav_log_in").click(function(e) { // Don't follow the link and open the modal e.preventDefault(); $("#login-modal").on('shown.bs.modal', function() { $(this).find("#login-modal-email-input").focus() }).modal('show'); }); } })()</script> <div id="fb-root"></div><script>window.fbAsyncInit = function() { FB.init({ appId: "2369844204", version: "v8.0", status: true, cookie: true, xfbml: true }); // Additional initialization code. if (window.InitFacebook) { // facebook.ts already loaded, set it up. window.InitFacebook(); } else { // Set a flag for facebook.ts to find when it loads. window.academiaAuthReadyFacebook = true; } };</script> <div id="google-root"></div><script>window.loadGoogle = function() { if (window.InitGoogle) { // google.ts already loaded, set it up. window.InitGoogle("331998490334-rsn3chp12mbkiqhl6e7lu2q0mlbu0f1b"); } else { // Set a flag for google.ts to use when it loads. window.GoogleClientID = "331998490334-rsn3chp12mbkiqhl6e7lu2q0mlbu0f1b"; } };</script> <div class="header--container" id="main-header-container"><div class="header--inner-container header--inner-container-ds2"><div class="header-ds2--left-wrapper"><div class="header-ds2--left-wrapper-inner"><a data-main-header-link-target="logo_home" href="https://www.academia.edu/"><img class="hide-on-desktop-redesign" style="height: 24px; width: 24px;" alt="Academia.edu" src="//a.academia-assets.com/images/academia-logo-redesign-2015-A.svg" width="24" height="24" /><img width="145.2" height="18" class="hide-on-mobile-redesign" style="height: 24px;" alt="Academia.edu" src="//a.academia-assets.com/images/academia-logo-redesign-2015.svg" /></a><div class="header--search-container header--search-container-ds2"><form class="js-SiteSearch-form select2-no-default-pills" action="https://www.academia.edu/search" accept-charset="UTF-8" method="get"><input name="utf8" type="hidden" value="✓" autocomplete="off" /><svg style="width: 14px; height: 14px;" aria-hidden="true" focusable="false" data-prefix="fas" data-icon="search" class="header--search-icon svg-inline--fa fa-search fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M505 442.7L405.3 343c-4.5-4.5-10.6-7-17-7H372c27.6-35.3 44-79.7 44-128C416 93.1 322.9 0 208 0S0 93.1 0 208s93.1 208 208 208c48.3 0 92.7-16.4 128-44v16.3c0 6.4 2.5 12.5 7 17l99.7 99.7c9.4 9.4 24.6 9.4 33.9 0l28.3-28.3c9.4-9.4 9.4-24.6.1-34zM208 336c-70.7 0-128-57.2-128-128 0-70.7 57.2-128 128-128 70.7 0 128 57.2 128 128 0 70.7-57.2 128-128 128z"></path></svg><input class="header--search-input header--search-input-ds2 js-SiteSearch-form-input" data-main-header-click-target="search_input" name="q" placeholder="Search" type="text" /></form></div></div></div><nav class="header--nav-buttons header--nav-buttons-ds2 js-main-nav"><a class="ds2-5-button ds2-5-button--secondary js-header-login-url header-button-ds2 header-login-ds2 hide-on-mobile-redesign" href="https://www.academia.edu/login" rel="nofollow">Log In</a><a class="ds2-5-button ds2-5-button--secondary header-button-ds2 hide-on-mobile-redesign" href="https://www.academia.edu/signup" rel="nofollow">Sign Up</a><button class="header--hamburger-button header--hamburger-button-ds2 hide-on-desktop-redesign js-header-hamburger-button"><div class="icon-bar"></div><div class="icon-bar" style="margin-top: 4px;"></div><div class="icon-bar" style="margin-top: 4px;"></div></button></nav></div><ul class="header--dropdown-container js-header-dropdown"><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/login" rel="nofollow">Log In</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/signup" rel="nofollow">Sign Up</a></li><li class="header--dropdown-row js-header-dropdown-expand-button"><button class="header--dropdown-button">more<svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="caret-down" class="header--dropdown-button-icon svg-inline--fa fa-caret-down fa-w-10" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path fill="currentColor" d="M31.3 192h257.3c17.8 0 26.7 21.5 14.1 34.1L174.1 354.8c-7.8 7.8-20.5 7.8-28.3 0L17.2 226.1C4.6 213.5 13.5 192 31.3 192z"></path></svg></button></li><li><ul class="header--expanded-dropdown-container"><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/about">About</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/press">Press</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://medium.com/@academia">Blog</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/documents">Papers</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/terms">Terms</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/privacy">Privacy</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/copyright">Copyright</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/hiring"><svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="briefcase" class="header--dropdown-row-icon svg-inline--fa fa-briefcase fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M320 336c0 8.84-7.16 16-16 16h-96c-8.84 0-16-7.16-16-16v-48H0v144c0 25.6 22.4 48 48 48h416c25.6 0 48-22.4 48-48V288H320v48zm144-208h-80V80c0-25.6-22.4-48-48-48H176c-25.6 0-48 22.4-48 48v48H48c-25.6 0-48 22.4-48 48v80h512v-80c0-25.6-22.4-48-48-48zm-144 0H192V96h128v32z"></path></svg>We're Hiring!</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://support.academia.edu/"><svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="question-circle" class="header--dropdown-row-icon svg-inline--fa fa-question-circle fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M504 256c0 136.997-111.043 248-248 248S8 392.997 8 256C8 119.083 119.043 8 256 8s248 111.083 248 248zM262.655 90c-54.497 0-89.255 22.957-116.549 63.758-3.536 5.286-2.353 12.415 2.715 16.258l34.699 26.31c5.205 3.947 12.621 3.008 16.665-2.122 17.864-22.658 30.113-35.797 57.303-35.797 20.429 0 45.698 13.148 45.698 32.958 0 14.976-12.363 22.667-32.534 33.976C247.128 238.528 216 254.941 216 296v4c0 6.627 5.373 12 12 12h56c6.627 0 12-5.373 12-12v-1.333c0-28.462 83.186-29.647 83.186-106.667 0-58.002-60.165-102-116.531-102zM256 338c-25.365 0-46 20.635-46 46 0 25.364 20.635 46 46 46s46-20.636 46-46c0-25.365-20.635-46-46-46z"></path></svg>Help Center</a></li><li class="header--dropdown-row js-header-dropdown-collapse-button"><button class="header--dropdown-button">less<svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="caret-up" class="header--dropdown-button-icon svg-inline--fa fa-caret-up fa-w-10" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path fill="currentColor" d="M288.662 352H31.338c-17.818 0-26.741-21.543-14.142-34.142l128.662-128.662c7.81-7.81 20.474-7.81 28.284 0l128.662 128.662c12.6 12.599 3.676 34.142-14.142 34.142z"></path></svg></button></li></ul></li></ul></div> <script src="//a.academia-assets.com/assets/webpack_bundles/fast_loswp-bundle-bf3d831cde46cd0e142f29f81a3fc4ce5ab45a404c10c12a480e83de68aff851.js" defer="defer"></script><script>window.loswp = {}; window.loswp.author = 34254952; window.loswp.bulkDownloadFilterCounts = {}; window.loswp.hasDownloadableAttachment = true; window.loswp.hasViewableAttachments = true; // TODO: just use routes for this window.loswp.loginUrl = "https://www.academia.edu/login?post_login_redirect_url=https%3A%2F%2Fwww.academia.edu%2F15195314%2FTime_course_of_perceptual_discrimination_and_single_neuron_reliability%3Fauto%3Ddownload"; window.loswp.translateUrl = "https://www.academia.edu/login?post_login_redirect_url=https%3A%2F%2Fwww.academia.edu%2F15195314%2FTime_course_of_perceptual_discrimination_and_single_neuron_reliability%3Fshow_translation%3Dtrue"; window.loswp.previewableAttachments = [{"id":43448190,"identifier":"Attachment_43448190","shouldShowBulkDownload":false}]; window.loswp.shouldDetectTimezone = true; window.loswp.shouldShowBulkDownload = true; window.loswp.showSignupCaptcha = false window.loswp.willEdgeCache = false; window.loswp.work = {"work":{"id":15195314,"created_at":"2015-08-26T07:02:21.749-07:00","from_world_paper_id":141531863,"updated_at":"2024-11-14T15:51:41.288-08:00","_data":{"grobid_abstract":"The reliability of identification of a visual target increases with time available for inspection of the stimulus. We suggest that the neural basis of this improvement is the existence of a mechanism for integrating a noisy firing rate over some period, leading to a reduction in mean firing rate variance with available processing time. We have determined the experimental time course of the improvement in reliability in a parallel search task where the available inspection time is limited by the presentation of a mask at various times after a brief stimulus. We compare the resulting psychometric functions with the predictions of a model based on Signal Detection Theory. The model is based on the assumption that the reliability of the observer's response is limited by the variability of the responses of individual neurons. The reliability of the discrimination between two stimuli at the neuronal level is then directly related to the ratio of the difference between their integrated mean responses (over many trials) to the response standard deviation. This reliability increases with inspection time. To demonstrate application of the model to electrophysiological data, \"neurometric functions\" are derived from the firing rates of a monkey V1 cortical neuron. The data were obtained while the animal was active in a discrimination task. The results correspond qualitatively to our observed human psychometric functions.","publication_date":"1990,,","publication_name":"Biological Cybernetics","grobid_abstract_attachment_id":"43448190"},"document_type":"paper","pre_hit_view_count_baseline":null,"quality":"high","language":"en","title":"Time course of perceptual discrimination and single neuron reliability","broadcastable":false,"draft":null,"has_indexable_attachment":true,"indexable":true}}["work"]; window.loswp.workCoauthors = [34254952]; window.loswp.locale = "en"; window.loswp.countryCode = "SG"; window.loswp.cwvAbTestBucket = ""; window.loswp.designVariant = "ds_vanilla"; window.loswp.fullPageMobileSutdModalVariant = "control"; window.loswp.useOptimizedScribd4genScript = false; window.loswp.appleClientId = 'edu.academia.applesignon';</script><script defer="" src="https://accounts.google.com/gsi/client"></script><div class="ds-loswp-container"><div class="ds-work-card--grid-container"><div class="ds-work-card--container js-loswp-work-card"><div class="ds-work-card--cover"><div class="ds-work-cover--wrapper"><div class="ds-work-cover--container"><button class="ds-work-cover--clickable js-swp-download-button" data-signup-modal="{"location":"swp-splash-paper-cover","attachmentId":43448190,"attachmentType":"pdf"}"><img alt="First page of “Time course of perceptual discrimination and single neuron reliability”" class="ds-work-cover--cover-thumbnail" src="https://0.academia-photos.com/attachment_thumbnails/43448190/mini_magick20190216-15640-10o7mg.png?1550309841" /><img alt="PDF Icon" class="ds-work-cover--file-icon" src="//a.academia-assets.com/assets/single_work_splash/adobe.icon-574afd46eb6b03a77a153a647fb47e30546f9215c0ee6a25df597a779717f9ef.svg" /><div class="ds-work-cover--hover-container"><span class="material-symbols-outlined" style="font-size: 20px" translate="no">download</span><p>Download Free PDF</p></div><div class="ds-work-cover--ribbon-container">Download Free PDF</div><div class="ds-work-cover--ribbon-triangle"></div></button></div></div></div><div class="ds-work-card--work-information"><h1 class="ds-work-card--work-title">Time course of perceptual discrimination and single neuron reliability</h1><div class="ds-work-card--work-authors ds-work-card--detail"><a class="ds-work-card--author js-wsj-grid-card-author ds2-5-body-md ds2-5-body-link" data-author-id="34254952" href="https://huji.academia.edu/EhudZohary"><img alt="Profile image of Ehud Zohary" class="ds-work-card--author-avatar" src="//a.academia-assets.com/images/s65_no_pic.png" />Ehud Zohary</a></div><p class="ds-work-card--detail ds2-5-body-sm">1990, Biological Cybernetics</p><div class="ds-work-card--button-container"><button class="ds2-5-button js-swp-download-button" data-signup-modal="{"location":"continue-reading-button--work-card","attachmentId":43448190,"attachmentType":"pdf","workUrl":"https://www.academia.edu/15195314/Time_course_of_perceptual_discrimination_and_single_neuron_reliability"}">See full PDF</button><button class="ds2-5-button ds2-5-button--secondary js-swp-download-button" data-signup-modal="{"location":"download-pdf-button--work-card","attachmentId":43448190,"attachmentType":"pdf","workUrl":"https://www.academia.edu/15195314/Time_course_of_perceptual_discrimination_and_single_neuron_reliability"}"><span class="material-symbols-outlined" style="font-size: 20px" translate="no">download</span>Download PDF</button></div></div></div></div><div data-auto_select="false" data-client_id="331998490334-rsn3chp12mbkiqhl6e7lu2q0mlbu0f1b" data-doc_id="43448190" data-landing_url="https://www.academia.edu/15195314/Time_course_of_perceptual_discrimination_and_single_neuron_reliability" data-login_uri="https://www.academia.edu/registrations/google_one_tap" data-moment_callback="onGoogleOneTapEvent" id="g_id_onload"></div><div class="ds-top-related-works--grid-container"><div class="ds-related-content--container ds-top-related-works--container"><h2 class="ds-related-content--heading">Related papers</h2><div class="ds-related-work--container js-wsj-grid-card" data-collection-position="0" data-entity-id="113114180" 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/113114180/Effects_of_Attention_on_the_Reliability_of_Individual_Neurons_in_Monkey_Visual_Cortex">Effects of Attention on the Reliability of Individual Neurons in Monkey Visual Cortex</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="219110219" href="https://swmed.academia.edu/CarrieMcAdams">Carrie McAdams</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Neuron, 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":"Effects of Attention on the Reliability of Individual Neurons in Monkey Visual Cortex","attachmentId":110159708,"attachmentType":"pdf","work_url":"https://www.academia.edu/113114180/Effects_of_Attention_on_the_Reliability_of_Individual_Neurons_in_Monkey_Visual_Cortex","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/113114180/Effects_of_Attention_on_the_Reliability_of_Individual_Neurons_in_Monkey_Visual_Cortex"><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="1" data-entity-id="54039176" 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/54039176/Discrimination_performance_of_single_neurons_rate_and_temporal_pattern_information">Discrimination performance of single neurons: rate and temporal-pattern information</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="51816774" href="https://independent.academia.edu/RichardSalvi">Richard Salvi</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Journal of neurophysiology, 1991</p><p class="ds-related-work--abstract ds2-5-body-sm">1. A new method of measuring the performance of neurons in sensory discrimination tasks was developed and then applied to single-neuron responses recorded in the auditory nerve of chinchilla and in the striate visual cortex of cat. 2. Most previous methods of measuring discrimination performance have employed decision rules that involve comparing the total counts of action potentials (spikes) produced by two different stimuli. Such measures ignore response pattern and hence may not reflect all the information transmitted by a neuron. The proposed method attempts to measure all (or most) of the transmitted information by constructing descriptive models of the neuron&#39;s response to each stimulus in the discrimination experiment; these descriptive models consist of measured probability distributions of the spike counts in small time bins. The measured probability distributions are then used to define an optimal decision rule (an ideal observer) for discriminating the two stimuli. Fi...</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":"Discrimination performance of single neurons: rate and temporal-pattern information","attachmentId":70595930,"attachmentType":"pdf","work_url":"https://www.academia.edu/54039176/Discrimination_performance_of_single_neurons_rate_and_temporal_pattern_information","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/54039176/Discrimination_performance_of_single_neurons_rate_and_temporal_pattern_information"><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="2" data-entity-id="23632744" 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/23632744/A_Neural_Timing_Model_of_Visual_Threshold">A Neural Timing Model of Visual Threshold</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="11302330" href="https://washington.academia.edu/MichaelRudd">Michael Rudd</a></div><p class="ds-related-work--abstract ds2-5-body-sm">A theory of visual threshold-versus-intensity curves is presented. The theory is based on a model of spike generation by idealized visual neurons. The spike generation model relates the interarrival time statistics of the neural spikes to the statistics of weighted photon sum-mation within the receptive field of the spiking neuron. The spike generation model is combined with the psychophysical assumption that the observer monitors a neuron which is ideally matched to the target in both scale and location. The resulting model specifies how the interarrival time distribution depends on the incremental flash intensity, area, and duration of the threshold stimulus and on the background luminance. A further psychophysical assumption is then added to the model: that the observer uses a neural timing model in order to discriminate test trials from blanks. On the basis of the complete model, a theory of threshold-versus-intensity functions is derived. The model observer exhibits threshold behavior that mimics many aspects of the threshold judgments of human observers. In particular, the theoretical threshold functions exhibit: (1) at low background levels, absolute thresholds which depend inversely on test area and duration; (2) at moderate background levels, de VriessRose behavior if and only if the test flash is sufficiently small and brief; and (3) in the limit of high background levels, asymptotic Weber behavior. The theory also accounts for changes in the shape of the threshold-versus-intensity curve as test flash area (or spatial frequency) and duration are altered. It is argued that empirical failures to find Weber behavior at high backgrounds under some stimulus conditions (high spatial frequency or small targets, brief targets) may be due to the occurrence of photoreceptor saturation at background levels that are below the range in which Weber behavior would be predicted by the (nonsaturating) model presented here.</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 Neural Timing Model of Visual Threshold","attachmentId":44044269,"attachmentType":"pdf","work_url":"https://www.academia.edu/23632744/A_Neural_Timing_Model_of_Visual_Threshold","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/23632744/A_Neural_Timing_Model_of_Visual_Threshold"><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="3" data-entity-id="70119173" 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/70119173/High_response_reliability_of_neurons_in_primary_visual_cortex_V1_of_alert_trained_monkeys">High response reliability of neurons in primary visual cortex (V1) of alert, trained monkeys</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="39416327" href="https://independent.academia.edu/MosheGur">Moshe Gur</a></div><p class="ds-related-work--metadata ds2-5-body-xs">2006</p><p class="ds-related-work--abstract ds2-5-body-sm">The reliability of neuronal responses determines the resources needed to represent the external world and constrains the nature of the neural code. Studies of anesthetized animals have indicated that neuronal responses become progressively more variable as information travels from the retina to the cortex. These results have been interpreted to indicate that perception must be based on pooling across relatively large numbers of cells. However, we find that in alert monkeys, responses in primary visual cortex (V1) are as reliable as the inputs from the retina and the thalamus. Moreover, when the effects of fixational eye movements were minimized, response variability (variance/mean — Fano factor, FF) in all V1 layers was low. When presenting optimal stimuli, the median FF was 0.3. High variability, FF ~ 1, was found only near threshold. Our results suggest that in natural vision, suprathreshold perception can be based on small numbers of optimally stimulated cells.</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":"High response reliability of neurons in primary visual cortex (V1) of alert, trained monkeys","attachmentId":79981826,"attachmentType":"pdf","work_url":"https://www.academia.edu/70119173/High_response_reliability_of_neurons_in_primary_visual_cortex_V1_of_alert_trained_monkeys","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/70119173/High_response_reliability_of_neurons_in_primary_visual_cortex_V1_of_alert_trained_monkeys"><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="4" data-entity-id="1491690" 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/1491690/Information_in_the_Neuronal_Representation_of_Individual_Stimuli_in_the_Primate_Temporal_Visual_Cortex">Information in the Neuronal Representation of Individual Stimuli in the Primate Temporal Visual Cortex</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="474457" href="https://newcastle.academia.edu/MartinTovee">Martin Tovee</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Journal of Computational Neuroscience, 1997</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":"Information in the Neuronal Representation of Individual Stimuli in the Primate Temporal Visual Cortex","attachmentId":11682235,"attachmentType":"pdf","work_url":"https://www.academia.edu/1491690/Information_in_the_Neuronal_Representation_of_Individual_Stimuli_in_the_Primate_Temporal_Visual_Cortex","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/1491690/Information_in_the_Neuronal_Representation_of_Individual_Stimuli_in_the_Primate_Temporal_Visual_Cortex"><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="5" data-entity-id="73010106" 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/73010106/Detection_of_visual_stimuli_in_correlated_noise">Detection of visual stimuli in correlated noise</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="3690177" href="https://uni-muenster.academia.edu/UweMortensen">Uwe Mortensen</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Journal of Mathematical Psychology, 2007</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":"Detection of visual stimuli in correlated noise","attachmentId":81702687,"attachmentType":"pdf","work_url":"https://www.academia.edu/73010106/Detection_of_visual_stimuli_in_correlated_noise","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/73010106/Detection_of_visual_stimuli_in_correlated_noise"><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="6" data-entity-id="1491692" 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/1491692/Information_encoding_in_short_firing_rate_epochs_by_single_neurons_in_the_primate_temporal_visual_cortex">Information encoding in short firing rate epochs by single neurons in the primate temporal visual cortex</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="474457" href="https://newcastle.academia.edu/MartinTovee">Martin Tovee</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Visual Cognition, 1995</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":"Information encoding in short firing rate epochs by single neurons in the primate temporal visual cortex","attachmentId":50950056,"attachmentType":"pdf","work_url":"https://www.academia.edu/1491692/Information_encoding_in_short_firing_rate_epochs_by_single_neurons_in_the_primate_temporal_visual_cortex","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/1491692/Information_encoding_in_short_firing_rate_epochs_by_single_neurons_in_the_primate_temporal_visual_cortex"><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="7" data-entity-id="7888218" 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/7888218/Modelling_a_visual_discrimination_task">Modelling a visual discrimination task</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="14753247" href="https://independent.academia.edu/benoitgaillard">benoit gaillard</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Neurocomputing, 2005</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":"Modelling a visual discrimination task","attachmentId":48301217,"attachmentType":"pdf","work_url":"https://www.academia.edu/7888218/Modelling_a_visual_discrimination_task","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/7888218/Modelling_a_visual_discrimination_task"><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="8" data-entity-id="7888217" 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/7888217/Population_approach_to_a_neural_discrimination_task">Population approach to a neural discrimination task</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="14753247" href="https://independent.academia.edu/benoitgaillard">benoit gaillard</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Biological Cybernetics, 2006</p><p class="ds-related-work--abstract ds2-5-body-sm">This article gives insights into the possible neuronal processes involved in visual discrimination. We study the performance of a spiking network of Integrate-and-Fire (IF) neurons when performing a benchmark discrimination task. The task we adopted consists of determining the direction of moving dots in a noisy context using similar stimuli to those in the experiments of Newsome and colleagues. We present a neural model that performs the discrimination involved in this task. By varying the synaptic parameters of the IF neurons, we illustrate the counter-intuitive importance of the second-order statistics (input noise) in improving the discrimination accuracy of the model. We show that measuring the Firing Rate (FR) over a population enables the model to discriminate in realistic times, and even surprisingly significantly increases its discrimination accuracy over the single neuron case, despite the faster processing. We also show that increasing the input noise increases the discrimination accuracy but only at the expense of the speed at which we can read out the FR.</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":"Population approach to a neural discrimination task","attachmentId":48301259,"attachmentType":"pdf","work_url":"https://www.academia.edu/7888217/Population_approach_to_a_neural_discrimination_task","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/7888217/Population_approach_to_a_neural_discrimination_task"><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="21503536" 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/21503536/Dynamic_Control_of_Response_Criterion_in_Premotor_Cortex_during_Perceptual_Detection_under_Temporal_Uncertainty">Dynamic Control of Response Criterion in Premotor Cortex during Perceptual Detection under Temporal Uncertainty</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="42593773" href="https://independent.academia.edu/OmriBarak">Omri Barak</a><span>, </span><a class="js-wsj-grid-card-author ds2-5-body-sm ds2-5-body-link" data-author-id="42780903" href="https://independent.academia.edu/vhlafuente">Victor de Lafuente</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Neuron, 2015</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":"Dynamic Control of Response Criterion in Premotor Cortex during Perceptual Detection under Temporal Uncertainty","attachmentId":41945649,"attachmentType":"pdf","work_url":"https://www.academia.edu/21503536/Dynamic_Control_of_Response_Criterion_in_Premotor_Cortex_during_Perceptual_Detection_under_Temporal_Uncertainty","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/21503536/Dynamic_Control_of_Response_Criterion_in_Premotor_Cortex_during_Perceptual_Detection_under_Temporal_Uncertainty"><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":43448190,"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":43448190,"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_43448190" 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. You can download the paper by clicking the button above.</p></div></div></div></div><div class="ds-sidebar--container js-work-sidebar"><div class="ds-related-content--container"><h2 class="ds-related-content--heading">Related papers</h2><div class="ds-related-work--container js-related-work-sidebar-card" data-collection-position="0" data-entity-id="66402812" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/66402812/Temporal_precision_of_neuronal_information_in_a_rapid_perceptual_judgment">Temporal precision of neuronal information in a rapid perceptual judgment</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="166270160" href="https://spanalumni.academia.edu/GeoffreyGhose">Geoffrey Ghose</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Journal of neurophysiology, 2009</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":"Temporal precision of neuronal information in a rapid perceptual judgment","attachmentId":77607630,"attachmentType":"pdf","work_url":"https://www.academia.edu/66402812/Temporal_precision_of_neuronal_information_in_a_rapid_perceptual_judgment","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/66402812/Temporal_precision_of_neuronal_information_in_a_rapid_perceptual_judgment"><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-related-work-sidebar-card" data-collection-position="1" data-entity-id="63436586" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/63436586/Two_Distinct_Mechanisms_Shape_the_Reliability_of_Neural_Responses">Two Distinct Mechanisms Shape the Reliability of Neural Responses</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="32139793" href="https://independent.academia.edu/In%C3%A9sSamengo">Inés Samengo</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Journal of Neurophysiology, 2008</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":"Two Distinct Mechanisms Shape the Reliability of Neural Responses","attachmentId":75867434,"attachmentType":"pdf","work_url":"https://www.academia.edu/63436586/Two_Distinct_Mechanisms_Shape_the_Reliability_of_Neural_Responses","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/63436586/Two_Distinct_Mechanisms_Shape_the_Reliability_of_Neural_Responses"><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-related-work-sidebar-card" data-collection-position="2" data-entity-id="70418689" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/70418689/Abbreviated_Title_Correlated_Firing_Improves_Discrimination_Corresponding_Author">Abbreviated Title: Correlated Firing Improves Discrimination Corresponding Author</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="14553138" href="https://lanl.academia.edu/GarrettKenyon">Garrett Kenyon</a></div><p class="ds-related-work--metadata ds2-5-body-xs">2013</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":"Abbreviated Title: Correlated Firing Improves Discrimination Corresponding Author","attachmentId":80180037,"attachmentType":"pdf","work_url":"https://www.academia.edu/70418689/Abbreviated_Title_Correlated_Firing_Improves_Discrimination_Corresponding_Author","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/70418689/Abbreviated_Title_Correlated_Firing_Improves_Discrimination_Corresponding_Author"><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-related-work-sidebar-card" data-collection-position="3" data-entity-id="1055750" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/1055750/Control_of_the_temporal_interplay_between_excitation_and_inhibition_by_the_statistics_of_visual_input">Control of the temporal interplay between excitation and inhibition by the statistics of visual input</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="898034" href="https://cnrs.academia.edu/LaurentPerrinet">Laurent Perrinet</a></div><p class="ds-related-work--metadata ds2-5-body-xs">BMC …, 2009</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":"Control of the temporal interplay between excitation and inhibition by the statistics of visual input","attachmentId":51120878,"attachmentType":"pdf","work_url":"https://www.academia.edu/1055750/Control_of_the_temporal_interplay_between_excitation_and_inhibition_by_the_statistics_of_visual_input","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/1055750/Control_of_the_temporal_interplay_between_excitation_and_inhibition_by_the_statistics_of_visual_input"><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-related-work-sidebar-card" data-collection-position="4" data-entity-id="7080478" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/7080478/Stochastic_Nature_of_Precisely_Timed_Spike_Patterns_in_Visual_System_Neuronal_Responses">Stochastic Nature of Precisely Timed Spike Patterns in Visual System Neuronal Responses</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="42086941" href="https://independent.academia.edu/BarryRichmond3">Barry Richmond</a><span>, </span><a class="js-related-work-grid-card-author ds2-5-body-sm ds2-5-body-link" data-author-id="12141856" href="https://cnrs.academia.edu/RemyLestienne">Remy Lestienne</a></div><p class="ds-related-work--metadata ds2-5-body-xs">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":"Stochastic Nature of Precisely Timed Spike Patterns in Visual System Neuronal Responses","attachmentId":48606828,"attachmentType":"pdf","work_url":"https://www.academia.edu/7080478/Stochastic_Nature_of_Precisely_Timed_Spike_Patterns_in_Visual_System_Neuronal_Responses","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/7080478/Stochastic_Nature_of_Precisely_Timed_Spike_Patterns_in_Visual_System_Neuronal_Responses"><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-related-work-sidebar-card" data-collection-position="5" data-entity-id="6087493" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/6087493/Correlated_Neuronal_Discharges_that_Increase_Coding_Efficiency_during_Perceptual_Discrimination">Correlated Neuronal Discharges that Increase Coding Efficiency during Perceptual Discrimination</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="9176174" href="https://independent.academia.edu/Adri%C3%A1nHernandez">Adrián Hernandez</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Neuron, 2003</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":"Correlated Neuronal Discharges that Increase Coding Efficiency during Perceptual Discrimination","attachmentId":49024635,"attachmentType":"pdf","work_url":"https://www.academia.edu/6087493/Correlated_Neuronal_Discharges_that_Increase_Coding_Efficiency_during_Perceptual_Discrimination","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/6087493/Correlated_Neuronal_Discharges_that_Increase_Coding_Efficiency_during_Perceptual_Discrimination"><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-related-work-sidebar-card" data-collection-position="6" data-entity-id="48986588" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/48986588/Neurons_in_Primate_Visual_Cortex_Alternate_between_Responses_to_Multiple_Stimuli_in_Their_Receptive_Field">Neurons in Primate Visual Cortex Alternate between Responses to Multiple Stimuli in Their Receptive Field</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="32393018" href="https://ku-dk.academia.edu/CBundesen">Claus Bundesen</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Frontiers in computational neuroscience, 2016</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":"Neurons in Primate Visual Cortex Alternate between Responses to Multiple Stimuli in Their Receptive Field","attachmentId":67376044,"attachmentType":"pdf","work_url":"https://www.academia.edu/48986588/Neurons_in_Primate_Visual_Cortex_Alternate_between_Responses_to_Multiple_Stimuli_in_Their_Receptive_Field","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/48986588/Neurons_in_Primate_Visual_Cortex_Alternate_between_Responses_to_Multiple_Stimuli_in_Their_Receptive_Field"><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-related-work-sidebar-card" data-collection-position="7" data-entity-id="1491671" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/1491671/Information_Encoding_and_the_Responses_of_Single_Neurons_in_the_Primate_Temporal_Visual_Cortex">Information Encoding and the Responses of Single Neurons in the Primate Temporal Visual Cortex</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="474457" href="https://newcastle.academia.edu/MartinTovee">Martin Tovee</a></div><p class="ds-related-work--metadata ds2-5-body-xs">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":"Information Encoding and the Responses of Single Neurons in the Primate Temporal Visual Cortex","attachmentId":11682165,"attachmentType":"pdf","work_url":"https://www.academia.edu/1491671/Information_Encoding_and_the_Responses_of_Single_Neurons_in_the_Primate_Temporal_Visual_Cortex","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/1491671/Information_Encoding_and_the_Responses_of_Single_Neurons_in_the_Primate_Temporal_Visual_Cortex"><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-related-work-sidebar-card" data-collection-position="8" data-entity-id="111647087" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/111647087/Neurally_constrained_modeling_of_speed_accuracy_tradeoff_during_visual_search_gated_accumulation_of_modulated_evidence">Neurally constrained modeling of speed-accuracy tradeoff during visual search: gated accumulation of modulated evidence</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="159981" href="https://vanderbilt.academia.edu/gordonlogan">Gordon Logan</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Journal of Neurophysiology, 2019</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":"Neurally constrained modeling of speed-accuracy tradeoff during visual search: gated accumulation of modulated evidence","attachmentId":109123665,"attachmentType":"pdf","work_url":"https://www.academia.edu/111647087/Neurally_constrained_modeling_of_speed_accuracy_tradeoff_during_visual_search_gated_accumulation_of_modulated_evidence","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/111647087/Neurally_constrained_modeling_of_speed_accuracy_tradeoff_during_visual_search_gated_accumulation_of_modulated_evidence"><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-related-work-sidebar-card" data-collection-position="9" data-entity-id="73875776" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/73875776/Information_and_Discriminability_as_Measures_of_Reliability_of_Sensory_Coding">Information and Discriminability as Measures of Reliability of Sensory Coding</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="29359361" href="https://independent.academia.edu/MartinEgelhaaf">Martin Egelhaaf</a></div><p class="ds-related-work--metadata ds2-5-body-xs">PLOS One, 2007</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":"Information and Discriminability as Measures of Reliability of Sensory Coding","attachmentId":83826855,"attachmentType":"pdf","work_url":"https://www.academia.edu/73875776/Information_and_Discriminability_as_Measures_of_Reliability_of_Sensory_Coding","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/73875776/Information_and_Discriminability_as_Measures_of_Reliability_of_Sensory_Coding"><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-related-work-sidebar-card" data-collection-position="10" data-entity-id="67945536" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/67945536/Tov%C3%A9e_M_J_Rolls_E_T_and_Treves_A_Information_encoding_and_the_responses_of_single_neurons_in_the_primate_temporal_visual_cortex_J_Neurophysiol_70_640_654">Tovée, M. J., Rolls, E. T. & Treves, A. Information encoding and the responses of single neurons in the primate temporal visual cortex. J. Neurophysiol. 70, 640-654</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="32288545" href="https://sissa.academia.edu/ATreves">Alessandro Treves</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Journal of Neurophysiology</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":"Tovée, M. J., Rolls, E. T. \u0026 Treves, A. Information encoding and the responses of single neurons in the primate temporal visual cortex. J. Neurophysiol. 70, 640-654","attachmentId":78602724,"attachmentType":"pdf","work_url":"https://www.academia.edu/67945536/Tov%C3%A9e_M_J_Rolls_E_T_and_Treves_A_Information_encoding_and_the_responses_of_single_neurons_in_the_primate_temporal_visual_cortex_J_Neurophysiol_70_640_654","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/67945536/Tov%C3%A9e_M_J_Rolls_E_T_and_Treves_A_Information_encoding_and_the_responses_of_single_neurons_in_the_primate_temporal_visual_cortex_J_Neurophysiol_70_640_654"><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-related-work-sidebar-card" data-collection-position="11" data-entity-id="22088497" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/22088497/A_two_stage_neural_spiking_model_of_visual_contrast_detection_in_perimetry">A two-stage neural spiking model of visual contrast detection in perimetry</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="24588632" href="https://unimelb.academia.edu/AllisonMcKendrick">Allison McKendrick</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Vision Research, 2008</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 two-stage neural spiking model of visual contrast detection in perimetry","attachmentId":42761579,"attachmentType":"pdf","work_url":"https://www.academia.edu/22088497/A_two_stage_neural_spiking_model_of_visual_contrast_detection_in_perimetry","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/22088497/A_two_stage_neural_spiking_model_of_visual_contrast_detection_in_perimetry"><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-related-work-sidebar-card" data-collection-position="12" data-entity-id="64598928" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/64598928/Flexible_modelling_of_neuron_firing_rates_across_different_experimental_conditions_an_application_to_neural_activity_in_the_prefrontal_cortex_during_a_discrimination_task">Flexible modelling of neuron firing rates across different experimental conditions: an application to neural activity in the prefrontal cortex during a discrimination task</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="200032644" href="https://independent.academia.edu/CarlosAcu%C3%B1a135">Carlos Acuña</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Journal of the Royal Statistical Society: Series C (Applied Statistics), 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":"Flexible modelling of neuron firing rates across different experimental conditions: an application to neural activity in the prefrontal cortex during a discrimination task","attachmentId":76561250,"attachmentType":"pdf","work_url":"https://www.academia.edu/64598928/Flexible_modelling_of_neuron_firing_rates_across_different_experimental_conditions_an_application_to_neural_activity_in_the_prefrontal_cortex_during_a_discrimination_task","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/64598928/Flexible_modelling_of_neuron_firing_rates_across_different_experimental_conditions_an_application_to_neural_activity_in_the_prefrontal_cortex_during_a_discrimination_task"><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-related-work-sidebar-card" data-collection-position="13" data-entity-id="17887233" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/17887233/Low_Response_Variability_in_Simultaneously_Recorded_Retinal_Thalamic_and_Cortical_Neurons">Low Response Variability in Simultaneously Recorded Retinal, Thalamic, and Cortical Neurons</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="37797284" href="https://independent.academia.edu/PReinagel">P. Reinagel</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Neuron, 2000</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":"Low Response Variability in Simultaneously Recorded Retinal, Thalamic, and Cortical Neurons","attachmentId":39763192,"attachmentType":"pdf","work_url":"https://www.academia.edu/17887233/Low_Response_Variability_in_Simultaneously_Recorded_Retinal_Thalamic_and_Cortical_Neurons","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/17887233/Low_Response_Variability_in_Simultaneously_Recorded_Retinal_Thalamic_and_Cortical_Neurons"><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-related-work-sidebar-card" data-collection-position="14" data-entity-id="6486836" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/6486836/Trial_to_trial_variability_in_the_responses_of_neurons_carries_information_about_stimulus_location_in_the_rat_whisker_thalamus">Trial-to-trial variability in the responses of neurons carries information about stimulus location in the rat whisker thalamus</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="10315965" href="https://independent.academia.edu/KarenAguilar4">Karen Aguilar</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Proceedings of The National Academy of Sciences, 2011</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":"Trial-to-trial variability in the responses of neurons carries information about stimulus location in the rat whisker thalamus","attachmentId":48847355,"attachmentType":"pdf","work_url":"https://www.academia.edu/6486836/Trial_to_trial_variability_in_the_responses_of_neurons_carries_information_about_stimulus_location_in_the_rat_whisker_thalamus","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/6486836/Trial_to_trial_variability_in_the_responses_of_neurons_carries_information_about_stimulus_location_in_the_rat_whisker_thalamus"><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-related-work-sidebar-card" data-collection-position="15" data-entity-id="60868536" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/60868536/The_temporal_resolution_of_neural_codes_does_response_latency_have_a_unique_role">The temporal resolution of neural codes: does response latency have a unique role?</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="34259160" href="https://independent.academia.edu/MikeOram1">Mike Oram</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Philosophical Transactions of the Royal Society B: Biological Sciences, 2002</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":"The temporal resolution of neural codes: does response latency have a unique role?","attachmentId":74125442,"attachmentType":"pdf","work_url":"https://www.academia.edu/60868536/The_temporal_resolution_of_neural_codes_does_response_latency_have_a_unique_role","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/60868536/The_temporal_resolution_of_neural_codes_does_response_latency_have_a_unique_role"><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-related-work-sidebar-card" data-collection-position="16" data-entity-id="103615238" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/103615238/Trial_to_Trial_Variability_of_Spike_Response_of_V1_and_Saccadic_Response_Time">Trial-to-Trial Variability of Spike Response of V1 and Saccadic Response Time</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="36399994" href="https://independent.academia.edu/ChoongkilLee">Choongkil Lee</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Journal of Neurophysiology, 2010</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":"Trial-to-Trial Variability of Spike Response of V1 and Saccadic Response Time","attachmentId":103576531,"attachmentType":"pdf","work_url":"https://www.academia.edu/103615238/Trial_to_Trial_Variability_of_Spike_Response_of_V1_and_Saccadic_Response_Time","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/103615238/Trial_to_Trial_Variability_of_Spike_Response_of_V1_and_Saccadic_Response_Time"><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-related-work-sidebar-card" data-collection-position="17" data-entity-id="93266840" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/93266840/Neuronal_discrimination_capacity">Neuronal discrimination capacity</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="1206878" href="https://independent.academia.edu/WilliamsP">Peter Williams</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Journal of Physics A: Mathematical and General, 2003</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":"Neuronal discrimination capacity","attachmentId":96051381,"attachmentType":"pdf","work_url":"https://www.academia.edu/93266840/Neuronal_discrimination_capacity","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/93266840/Neuronal_discrimination_capacity"><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-related-work-sidebar-card" data-collection-position="18" data-entity-id="4291991" data-sort-order="default"><a class="ds-related-work--title js-related-work-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/4291991/Quantifying_variability_in_neural_responses_and_its_application_for_the_validation_of_model_predictions">Quantifying variability in neural responses and its application for the validation of model predictions</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="1066246" href="https://qmul.academia.edu/AnneHsu">Anne Hsu</a></div><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":"Quantifying variability in neural responses and its application for the validation of model predictions","attachmentId":31757330,"attachmentType":"pdf","work_url":"https://www.academia.edu/4291991/Quantifying_variability_in_neural_responses_and_its_application_for_the_validation_of_model_predictions","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/4291991/Quantifying_variability_in_neural_responses_and_its_application_for_the_validation_of_model_predictions"><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 class="ds-related-content--container"><h2 class="ds-related-content--heading">Related topics</h2><div class="ds-research-interests--pills-container"><a class="js-related-research-interest ds-research-interests--pill" data-entity-id="237" href="https://www.academia.edu/Documents/in/Cognitive_Science">Cognitive Science</a><a class="js-related-research-interest ds-research-interests--pill" data-entity-id="49962" href="https://www.academia.edu/Documents/in/Visual_Cortex">Visual Cortex</a><a class="js-related-research-interest ds-research-interests--pill" data-entity-id="57624" href="https://www.academia.edu/Documents/in/Signal_Detection_Theory">Signal Detection Theory</a><a class="js-related-research-interest ds-research-interests--pill" data-entity-id="64568" href="https://www.academia.edu/Documents/in/Humans">Humans</a><a class="js-related-research-interest ds-research-interests--pill" data-entity-id="69841" href="https://www.academia.edu/Documents/in/Standard_Deviation">Standard Deviation</a><a class="js-related-research-interest ds-research-interests--pill" data-entity-id="82283" href="https://www.academia.edu/Documents/in/Form_perception">Form perception</a><a class="js-related-research-interest ds-research-interests--pill" data-entity-id="99234" href="https://www.academia.edu/Documents/in/Animals">Animals</a><a class="js-related-research-interest ds-research-interests--pill" data-entity-id="100832" href="https://www.academia.edu/Documents/in/Inspection_Time">Inspection Time</a><a class="js-related-research-interest ds-research-interests--pill" data-entity-id="567727" href="https://www.academia.edu/Documents/in/Biological_cybernetics">Biological cybernetics</a><a class="js-related-research-interest ds-research-interests--pill" data-entity-id="1315979" href="https://www.academia.edu/Documents/in/Time_Course">Time Course</a></div></div></div></div></div><div class="footer--content"><ul class="footer--main-links hide-on-mobile"><li><a href="https://www.academia.edu/about">About</a></li><li><a href="https://www.academia.edu/press">Press</a></li><li><a rel="nofollow" href="https://medium.com/academia">Blog</a></li><li><a href="https://www.academia.edu/documents">Papers</a></li><li><a href="https://www.academia.edu/topics">Topics</a></li><li><a href="https://www.academia.edu/hiring"><svg style="width: 13px; height: 13px; position: relative; bottom: -1px;" aria-hidden="true" focusable="false" data-prefix="fas" data-icon="briefcase" class="svg-inline--fa fa-briefcase fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M320 336c0 8.84-7.16 16-16 16h-96c-8.84 0-16-7.16-16-16v-48H0v144c0 25.6 22.4 48 48 48h416c25.6 0 48-22.4 48-48V288H320v48zm144-208h-80V80c0-25.6-22.4-48-48-48H176c-25.6 0-48 22.4-48 48v48H48c-25.6 0-48 22.4-48 48v80h512v-80c0-25.6-22.4-48-48-48zm-144 0H192V96h128v32z"></path></svg> <strong>We're Hiring!</strong></a></li><li><a href="https://support.academia.edu/"><svg style="width: 12px; height: 12px; position: relative; bottom: -1px;" aria-hidden="true" focusable="false" data-prefix="fas" data-icon="question-circle" class="svg-inline--fa fa-question-circle fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M504 256c0 136.997-111.043 248-248 248S8 392.997 8 256C8 119.083 119.043 8 256 8s248 111.083 248 248zM262.655 90c-54.497 0-89.255 22.957-116.549 63.758-3.536 5.286-2.353 12.415 2.715 16.258l34.699 26.31c5.205 3.947 12.621 3.008 16.665-2.122 17.864-22.658 30.113-35.797 57.303-35.797 20.429 0 45.698 13.148 45.698 32.958 0 14.976-12.363 22.667-32.534 33.976C247.128 238.528 216 254.941 216 296v4c0 6.627 5.373 12 12 12h56c6.627 0 12-5.373 12-12v-1.333c0-28.462 83.186-29.647 83.186-106.667 0-58.002-60.165-102-116.531-102zM256 338c-25.365 0-46 20.635-46 46 0 25.364 20.635 46 46 46s46-20.636 46-46c0-25.365-20.635-46-46-46z"></path></svg> <strong>Help Center</strong></a></li></ul><ul class="footer--research-interests"><li>Find new research papers in:</li><li><a href="https://www.academia.edu/Documents/in/Physics">Physics</a></li><li><a href="https://www.academia.edu/Documents/in/Chemistry">Chemistry</a></li><li><a href="https://www.academia.edu/Documents/in/Biology">Biology</a></li><li><a href="https://www.academia.edu/Documents/in/Health_Sciences">Health Sciences</a></li><li><a href="https://www.academia.edu/Documents/in/Ecology">Ecology</a></li><li><a href="https://www.academia.edu/Documents/in/Earth_Sciences">Earth Sciences</a></li><li><a href="https://www.academia.edu/Documents/in/Cognitive_Science">Cognitive Science</a></li><li><a href="https://www.academia.edu/Documents/in/Mathematics">Mathematics</a></li><li><a href="https://www.academia.edu/Documents/in/Computer_Science">Computer Science</a></li></ul><ul class="footer--legal-links hide-on-mobile"><li><a href="https://www.academia.edu/terms">Terms</a></li><li><a href="https://www.academia.edu/privacy">Privacy</a></li><li><a href="https://www.academia.edu/copyright">Copyright</a></li><li>Academia ©2024</li></ul></div> </body> </html>