Monday, June 2, 2025 | 1:00 PM – 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 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 — a topic with direct relevance to hardware-efficient neuromorphic execution.
Speaker Bio
Jin Shi 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.