{"id":368,"date":"2026-06-02T10:27:20","date_gmt":"2026-06-02T14:27:20","guid":{"rendered":"https:\/\/carleton.ca\/share\/?p=368"},"modified":"2026-06-02T10:27:20","modified_gmt":"2026-06-02T14:27:20","slug":"reliability-aware-memristor-crossbar-computing-from-device-non-idealities-to-system-level-neuromorphic-execution","status":"publish","type":"post","link":"https:\/\/carleton.ca\/share\/2026\/reliability-aware-memristor-crossbar-computing-from-device-non-idealities-to-system-level-neuromorphic-execution\/","title":{"rendered":"Reliability-Aware Memristor Crossbar Computing: From Device Non-Idealities to System-Level Neuromorphic Execution"},"content":{"rendered":"<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Monday, June 2, 2025 | 1:00 PM \u2013 2:00 PM<\/strong> <strong>Room ME4124, Mackenzie Building | Carleton University<\/strong><\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">We are pleased to host <strong>Jin Shi<\/strong>, PhD candidate in Electrical and Electronic Engineering at the University of Nottingham, for a seminar on reliability-aware memristor crossbar computing and its applications in neuromorphic systems.<\/p>\n<hr class=\"border-border-200 border-t-0.5 my-3 mx-1.5\" \/>\n<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">Abstract<\/h2>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">This talk introduces recent work on reliability-aware memristor crossbar computing. Jin will discuss prior studies on wire resistance, sneak-path effects, and parasitic-aware modelling, followed by a preliminary study on mapping local SNN-Hough voting to analog crossbar current summation \u2014 a topic with direct relevance to hardware-efficient neuromorphic execution.<\/p>\n<hr class=\"border-border-200 border-t-0.5 my-3 mx-1.5\" \/>\n<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">Speaker Bio<\/h2>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Jin Shi<\/strong> is a PhD candidate in Electrical and Electronic Engineering at the University of Nottingham. Her research focuses on memristor crossbar arrays for neuromorphic computing, spanning device non-idealities, parasitic-aware modelling, sneak-path analysis, and reliability-aware circuit- and system-level evaluation.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Monday, June 2, 2025 | 1:00 PM \u2013 2:00 PM Room ME4124, Mackenzie Building | Carleton University We are pleased to host Jin Shi, PhD candidate in Electrical and Electronic Engineering at the University of Nottingham, for a seminar on reliability-aware memristor crossbar computing and its applications in neuromorphic systems. Abstract This talk introduces recent [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","_mi_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[25,1],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Reliability-Aware Memristor Crossbar Computing: From Device Non-Idealities to System-Level Neuromorphic Execution - Specific-domain Hardware Research Laboratory<\/title>\n<meta name=\"description\" content=\"Monday, June 2, 2025 | 1:00 PM \u2013 2:00 PM Room ME4124, Mackenzie Building | Carleton University We are pleased to host Jin Shi, PhD candidate in Electrical\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/carleton.ca\/share\/2026\/reliability-aware-memristor-crossbar-computing-from-device-non-idealities-to-system-level-neuromorphic-execution\/\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Arash Ahmadi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/carleton.ca\/share\/2026\/reliability-aware-memristor-crossbar-computing-from-device-non-idealities-to-system-level-neuromorphic-execution\/\",\"url\":\"https:\/\/carleton.ca\/share\/2026\/reliability-aware-memristor-crossbar-computing-from-device-non-idealities-to-system-level-neuromorphic-execution\/\",\"name\":\"Reliability-Aware Memristor Crossbar Computing: From Device Non-Idealities to System-Level Neuromorphic Execution - 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