{"id":10,"date":"2023-12-26T12:08:50","date_gmt":"2023-12-26T12:08:50","guid":{"rendered":"http:\/\/prova-ai-treats.local\/?page_id=10"},"modified":"2024-04-07T14:14:32","modified_gmt":"2024-04-07T14:14:32","slug":"the-workshop","status":"publish","type":"page","link":"https:\/\/cas.polito.it\/AI_TREATS_24\/","title":{"rendered":"The workshop"},"content":{"rendered":"\n<figure data-wp-context=\"{ &quot;core&quot;:\n\t\t\t\t{ &quot;image&quot;:\n\t\t\t\t\t{   &quot;imageLoaded&quot;: false,\n\t\t\t\t\t\t&quot;initialized&quot;: false,\n\t\t\t\t\t\t&quot;lightboxEnabled&quot;: false,\n\t\t\t\t\t\t&quot;hideAnimationEnabled&quot;: false,\n\t\t\t\t\t\t&quot;preloadInitialized&quot;: false,\n\t\t\t\t\t\t&quot;lightboxAnimation&quot;: &quot;zoom&quot;,\n\t\t\t\t\t\t&quot;imageUploadedSrc&quot;: &quot;https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/the_hague_big.png&quot;,\n\t\t\t\t\t\t&quot;imageCurrentSrc&quot;: &quot;&quot;,\n\t\t\t\t\t\t&quot;targetWidth&quot;: &quot;4412&quot;,\n\t\t\t\t\t\t&quot;targetHeight&quot;: &quot;3712&quot;,\n\t\t\t\t\t\t&quot;scaleAttr&quot;: &quot;cover&quot;,\n\t\t\t\t\t\t&quot;dialogLabel&quot;: &quot;Enlarged image&quot;\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\" data-wp-interactive class=\"wp-block-image size-large is-style-default wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"862\" data-wp-effect--setStylesOnResize=\"effects.core.image.setStylesOnResize\" data-wp-effect=\"effects.core.image.setButtonStyles\" data-wp-init=\"effects.core.image.initOriginImage\" data-wp-on--click=\"actions.core.image.showLightbox\" data-wp-on--load=\"actions.core.image.handleLoad\" src=\"http:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/the_hague_big-1024x862.png\" alt=\"\" class=\"wp-image-147\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/the_hague_big-1024x862.png 1024w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/the_hague_big-300x252.png 300w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/the_hague_big-768x646.png 768w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/the_hague_big-1536x1292.png 1536w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/the_hague_big-2048x1723.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge image\"\n\t\t\tdata-wp-on--click=\"actions.core.image.showLightbox\"\n\t\t\tdata-wp-style--right=\"context.core.image.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"context.core.image.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">Binnenhof Dutch Parliament , The Hague Den Haag at spring, Netherlands<\/figcaption>        <div data-wp-body=\"\" class=\"wp-lightbox-overlay zoom\"\n            data-wp-bind--role=\"selectors.core.image.roleAttribute\"\n            data-wp-bind--aria-label=\"selectors.core.image.dialogLabel\"\n            data-wp-class--initialized=\"context.core.image.initialized\"\n            data-wp-class--active=\"context.core.image.lightboxEnabled\"\n            data-wp-class--hideAnimationEnabled=\"context.core.image.hideAnimationEnabled\"\n            data-wp-bind--aria-modal=\"selectors.core.image.ariaModal\"\n            data-wp-effect=\"effects.core.image.initLightbox\"\n            data-wp-on--keydown=\"actions.core.image.handleKeydown\"\n            data-wp-on--touchstart=\"actions.core.image.handleTouchStart\"\n            data-wp-on--touchmove=\"actions.core.image.handleTouchMove\"\n            data-wp-on--touchend=\"actions.core.image.handleTouchEnd\"\n            data-wp-on--click=\"actions.core.image.hideLightbox\"\n            tabindex=\"-1\"\n            >\n                <button type=\"button\" aria-label=\"Close\" style=\"fill: var(--wp--preset--color--contrast)\" class=\"close-button\" data-wp-on--click=\"actions.core.image.hideLightbox\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\" width=\"20\" height=\"20\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M13 11.8l6.1-6.3-1-1-6.1 6.2-6.1-6.2-1 1 6.1 6.3-6.5 6.7 1 1 6.5-6.6 6.5 6.6 1-1z\"><\/path><\/svg>\n                <\/button>\n                <div class=\"lightbox-image-container\">\n<figure class=\"wp-block-image size-large is-style-default responsive-image\"><img decoding=\"async\" data-wp-bind--src=\"context.core.image.imageCurrentSrc\" data-wp-style--object-fit=\"selectors.core.image.lightboxObjectFit\" src=\"\" alt=\"\" class=\"wp-image-147\" style=\"aspect-ratio:16\/9;object-fit:cover\"\/><figcaption class=\"wp-element-caption\">Binnenhof Dutch Parliament , The Hague Den Haag at spring, Netherlands<\/figcaption><\/figure>\n<\/div>\n                <div class=\"lightbox-image-container\">\n<figure class=\"wp-block-image size-large is-style-default enlarged-image\"><img decoding=\"async\" data-wp-bind--src=\"selectors.core.image.enlargedImgSrc\" data-wp-style--object-fit=\"selectors.core.image.lightboxObjectFit\" src=\"\" alt=\"\" class=\"wp-image-147\" style=\"aspect-ratio:16\/9;object-fit:cover\"\/><figcaption class=\"wp-element-caption\">Binnenhof Dutch Parliament , The Hague Den Haag at spring, Netherlands<\/figcaption><\/figure>\n<\/div>\n                <div class=\"scrim\" style=\"background-color: var(--wp--preset--color--base)\" aria-hidden=\"true\"><\/div>\n        <\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\" style=\"text-transform:none\"><strong><em>Thanks to our supporters and partners!<\/em><\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/fondazione-fair.it\/en\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"144\" src=\"https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/thumbnail_banner-blu-loghi-fair-1024x144.png\" alt=\"\" class=\"wp-image-163\" srcset=\"https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/thumbnail_banner-blu-loghi-fair-1024x144.png 1024w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/thumbnail_banner-blu-loghi-fair-300x42.png 300w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/thumbnail_banner-blu-loghi-fair-768x108.png 768w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/thumbnail_banner-blu-loghi-fair-1536x217.png 1536w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/thumbnail_banner-blu-loghi-fair.png 1694w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><strong><em>Workshop organized with the support of<\/em><\/strong><span><em> <strong>FAIR<\/strong><\/em><\/span><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><a href=\"https:\/\/daiedge.eu\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"441\" src=\"https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/logo-dAIEDGE-color-1024x441.png\" alt=\"\" class=\"wp-image-155\" style=\"aspect-ratio:16\/9;object-fit:contain;width:355px;height:auto\" srcset=\"https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/logo-dAIEDGE-color-1024x441.png 1024w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/logo-dAIEDGE-color-300x129.png 300w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/logo-dAIEDGE-color-768x331.png 768w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/logo-dAIEDGE-color-1536x662.png 1536w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/logo-dAIEDGE-color-2048x883.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p><strong><em>Co-sponsored and co-organized by dAIEDGE<\/em><\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ets24.ewi.tudelft.nl\/\"><img decoding=\"async\" src=\"https:\/\/ets24.ewi.tudelft.nl\/templates\/g5_hydrogen\/custom\/images\/ets2024_bound_whiteblue_v2.svg\" alt=\"\" style=\"aspect-ratio:16\/9;object-fit:contain\"\/><\/a><\/figure>\n\n\n\n<p><strong><em>Co-located with 29th IEEE European Test Symposium<\/em><\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><a href=\"https:\/\/edge-ai-tech.eu\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"490\" src=\"https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/KDT-JU-EdgeAI_Logo_Transparent-1024x490.png\" alt=\"\" class=\"wp-image-172\" style=\"width:324px;height:auto\" srcset=\"https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/KDT-JU-EdgeAI_Logo_Transparent-1024x490.png 1024w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/KDT-JU-EdgeAI_Logo_Transparent-300x144.png 300w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/KDT-JU-EdgeAI_Logo_Transparent-768x368.png 768w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/KDT-JU-EdgeAI_Logo_Transparent-1536x735.png 1536w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/KDT-JU-EdgeAI_Logo_Transparent-2048x981.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><strong><em>Co-sponsored and co-organized by EdgeAI<\/em><\/strong><\/p>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-group has-global-padding is-content-justification-center is-layout-constrained wp-container-core-group-layout-1 wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-x-large-font-size\" style=\"text-transform:none\"><em>A commitment to innovation<\/em><\/h2>\n\n\n\n<div style=\"height:1.25rem;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-center\"><em>Recent advances in Artificial Intelligence (AI), particularly deep learning, have led to numerous applications, including computer vision, speech recognition, natural language processing, and robotics. Autonomous vehicles are also afoot, and AI will be the core enabling technology. In parallel, there is intense activity in designing dedicated hardware for AI. On the one hand, AI hardware accelerators are demanded to support the tremendous processing power, unprecedented speed, and memory costs that deep neural networks require to realize their full potential. On the other hand, there is a large incentive for moving the AI algorithms execution from the cloud into the edge devices, i.e., Internet-of-Things (IoT) devices, in particular for meeting data confidentiality and network bandwidth requirements and eliminating communication latency. Edge devices are expected to include local AI processing, yet this is challenging as an edge device is in a resource-constrained environment. AI hardware design efforts rapidly evolve, exploring various architectures (e.g., machine learning-based, spiking), design flavors (e.g., digital, mixed analog-digital), and emerging technologies (e.g., memristive devices arranged into crossbars to implement efficiently the multiply-add matrix operations in neural networks).<\/em><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-base-2-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-style:none;border-width:0px;margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<h3 class=\"wp-block-heading has-text-align-center is-style-default\"><strong>Scope<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-center is-layout-flex wp-container-core-group-layout-3 wp-block-group-is-layout-flex\">\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-1\"><\/div>\n\n\n\n<p class=\"has-text-align-center\">The aim of this Workshop is to focus particularly on the following emerging problems pertaining to AI hardware:<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-layout-3 wp-block-column-is-layout-flow\" style=\"border-style:none;border-width:0px\">\n<h3 class=\"wp-block-heading has-text-align-center is-style-asterisk has-body-font-family has-medium-font-size\" style=\"font-style:normal;font-weight:600\"><strong>Testing<\/strong><\/h3>\n\n\n\n<p class=\"has-text-align-center\">Fault modeling, fault simulation, test generation, post-manufacturing testing, design-for-test, built-in self-test, online testing, fault diagnosis.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-layout-4 wp-block-column-is-layout-flow\" style=\"border-style:none;border-width:0px\">\n<h3 class=\"wp-block-heading has-text-align-center is-style-asterisk has-body-font-family has-medium-font-size\" style=\"font-style:normal;font-weight:600\"><strong>Reliability<\/strong><\/h3>\n\n\n\n<p class=\"has-text-align-center\">Reliability analysis, design-for-reliability, fault-tolerance, self-repair, functional safety.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-layout-5 wp-block-column-is-layout-flow\" style=\"border-style:none;border-width:0px\">\n<h3 class=\"wp-block-heading has-text-align-center is-style-asterisk has-body-font-family has-medium-font-size\" style=\"font-style:normal;font-weight:600\"><strong>Hardware security and trust<\/strong><\/h3>\n\n\n\n<p class=\"has-text-align-center\">IP\/IC piracy, hardware Trojans, side-channel attacks, fault injection attacks.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"808\" src=\"http:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/2023\/12\/NewLogo-1368x1080-1-1024x808.png\" alt=\"\" class=\"wp-image-7\" srcset=\"https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/2023\/12\/NewLogo-1368x1080-1-1024x808.png 1024w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/2023\/12\/NewLogo-1368x1080-1-300x237.png 300w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/2023\/12\/NewLogo-1368x1080-1-768x606.png 768w, https:\/\/cas.polito.it\/AI_TREATS_24\/wp-content\/uploads\/2023\/12\/NewLogo-1368x1080-1.png 1368w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Thanks to our supporters and partners! Workshop organized with the support of FAIR Co-sponsored and co-organized by dAIEDGE Co-located with 29th IEEE European Test Symposium Co-sponsored and co-organized by EdgeAI A commitment to innovation Recent advances in Artificial Intelligence (AI), particularly deep learning, have led to numerous applications, including computer vision, speech recognition, natural language [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/cas.polito.it\/AI_TREATS_24\/index.php\/wp-json\/wp\/v2\/pages\/10"}],"collection":[{"href":"https:\/\/cas.polito.it\/AI_TREATS_24\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cas.polito.it\/AI_TREATS_24\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cas.polito.it\/AI_TREATS_24\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cas.polito.it\/AI_TREATS_24\/index.php\/wp-json\/wp\/v2\/comments?post=10"}],"version-history":[{"count":19,"href":"https:\/\/cas.polito.it\/AI_TREATS_24\/index.php\/wp-json\/wp\/v2\/pages\/10\/revisions"}],"predecessor-version":[{"id":174,"href":"https:\/\/cas.polito.it\/AI_TREATS_24\/index.php\/wp-json\/wp\/v2\/pages\/10\/revisions\/174"}],"wp:attachment":[{"href":"https:\/\/cas.polito.it\/AI_TREATS_24\/index.php\/wp-json\/wp\/v2\/media?parent=10"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}