{"id":11769,"date":"2026-03-09T01:38:02","date_gmt":"2026-03-09T01:38:02","guid":{"rendered":"https:\/\/mcsoc-forum.org\/site\/?page_id=11769"},"modified":"2026-03-09T01:59:14","modified_gmt":"2026-03-09T01:59:14","slug":"neurocore-t-2","status":"publish","type":"page","link":"https:\/\/mcsoc-forum.org\/site\/index.php\/neurocore-t-2\/","title":{"rendered":"In\u2011Memory and Event\u2011Driven Computing Architectures"},"content":{"rendered":"\n<p>\n  <a href=\"https:\/\/mcsoc-forum.org\/site\/index.php\/neurocore\/\" style=\"font-weight: bold; color: #1b4d3e;\">\n    \u2190 Back to the NeuroCore 2026 Page\n  <\/a>\n<\/p>\n\n<div class=\"wp-block-group has-border-color has-medium-gray-border-color has-white-background-color has-background\" style=\"border-width:1px;border-radius:12px;padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px\">\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#00629b;text-transform:uppercase;letter-spacing:1px\">Session Chair<\/h2>\n<hr class=\"wp-block-separator has-text-color has-black-color has-alpha-channel-opacity has-black-background-color has-background is-style-wide\"\/>\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"margin-top:20px;margin-bottom:20px;grid-template-columns:15% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"http:\/\/mcsoc-forum.org\/site\/wp-content\/uploads\/2022\/01\/scholar-e1643363446774.jpg\" alt=\"Dr.\" class=\"wp-image-2593 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\"><p class=\"has-large-font-size\"><strong><a href=\"https:\/\/scholar.google.com\/citations?user=P_dYs6UAAAAJ&amp;hl=fr\" style=\"text-decoration: none; color: #00629B;\">TBC<\/a><\/strong><br><span style=\"font-size: 0.9em; color: #555;\">TBC<\/span><\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<p>The <strong>Track on In\u2011Memory and Event\u2011Driven Computing Architectures<\/strong> welcomes original research contributions that push the boundaries of computation beyond the traditional von Neumann model. As data\u2011centric workloads, neuromorphic intelligence, and edge\u2011driven applications continue to grow, new architectures that tightly integrate memory, computation, and event\u2011driven processing are becoming essential. This track brings together researchers from computer architecture, circuits, emerging devices, neuromorphic engineering, and embedded systems to explore breakthroughs enabling ultra\u2011efficient, low\u2011latency, and massively parallel computing.<\/p>\n\n\n\n<p>We invite submissions including, but not limited to, the following areas:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. In\u2011Memory Computing Architectures<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Analog, digital, and mixed\u2011signal in\u2011memory computing (IMC) designs<\/li>\n\n\n\n<li>Compute\u2011in\u2011memory (CIM) accelerators for AI, SNNs, and data\u2011intensive workloads<\/li>\n\n\n\n<li>RRAM, PCM, FeFET, MRAM, and emerging NVM\u2011based IMC architectures<\/li>\n\n\n\n<li>Crossbar arrays, bit\u2011cell designs, and peripheral circuit innovations<\/li>\n\n\n\n<li>Precision, noise, variability, and reliability modeling for IMC systems<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. Event\u2011Driven and Neuromorphic Architectures<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Event\u2011driven processors and asynchronous computing architectures<\/li>\n\n\n\n<li>Spiking neural network (SNN) accelerators and neuromorphic cores<\/li>\n\n\n\n<li>Local learning rules (STDP, R-STDP, Hebbian) implemented in hardware<\/li>\n\n\n\n<li>Event\u2011based sensor integration (DVS, auditory, tactile, olfactory)<\/li>\n\n\n\n<li>Ultra\u2011low\u2011power architectures for real\u2011time, always\u2011on intelligence<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. Memory\u2013Compute\u2013Communication Co\u2011Design<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Unified memory and compute fabrics for event\u2011driven workloads<\/li>\n\n\n\n<li>3D\u2011IC and chiplet\u2011based integration for IMC and neuromorphic systems<\/li>\n\n\n\n<li>Interconnects, NoCs, and spike\u2011routing fabrics optimized for event\u2011driven traffic<\/li>\n\n\n\n<li>Thermal, power, and reliability considerations in tightly coupled architectures<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Algorithms, Mapping, and System Software<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Algorithm\u2013architecture co\u2011design for IMC and event\u2011driven systems<\/li>\n\n\n\n<li>Compilation, mapping, and scheduling for large\u2011scale SNNs and IMC workloads<\/li>\n\n\n\n<li>Model compression, quantization, and sparsity exploitation<\/li>\n\n\n\n<li>Software frameworks and programming models for event\u2011driven computing<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. Applications and Benchmarks<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Edge AI, robotics, autonomous systems, and sensorimotor control<\/li>\n\n\n\n<li>Biomedical and brain\u2011machine interface applications<\/li>\n\n\n\n<li>Real\u2011time perception, anomaly detection, and adaptive control<\/li>\n\n\n\n<li>Benchmarking methodologies and evaluation metrics for IMC and event\u2011driven systems<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n","protected":false},"excerpt":{"rendered":"<p>\u2190 Back to the NeuroCore 2026 Page Session Chair TBCTBC The Track on In\u2011Memory and Event\u2011Driven Computing Architectures welcomes original research contributions that push the boundaries of computation beyond the traditional von Neumann model. As data\u2011centric workloads, neuromorphic intelligence, and edge\u2011driven applications continue to grow, new architectures that tightly integrate memory, computation, and event\u2011driven processing &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"https:\/\/mcsoc-forum.org\/site\/index.php\/neurocore-t-2\/\">Continue reading<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-11769","page","type-page","status-publish","hentry","nodate","item-wrap"],"_links":{"self":[{"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/pages\/11769","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/comments?post=11769"}],"version-history":[{"count":3,"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/pages\/11769\/revisions"}],"predecessor-version":[{"id":11789,"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/pages\/11769\/revisions\/11789"}],"wp:attachment":[{"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/media?parent=11769"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}