A Low-voltage, Low power STDP Synapse implementation using Domain-Wall Magnets for Spiking Neural Networks

• Main Authors: Narasimman, Govind, Roy, Subhrajit, Fong, Xuanyao, Roy, Kaushik, Chang, Chip-Hong, Basu, Arindam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2016
• Subjects: STDP-Synapse; Domain wall Magnet-Synapse
• Online Access: https://hdl.handle.net/10356/80907; http://hdl.handle.net/10220/41169
• Institution: Nanyang Technological University

Online, real-time learning in neuromorphic circuits have been implemented through variants of Spike Time Dependent Plasticity (STDP). Current implementations have used either floating-gate devices or memristors to implement such learning synapses together with non-volatile storage. However,these app...