On the Non-STDP Behavior and Its Remedy in a Floating-Gate Synapse

• Main Authors: Gopalakrishnan, Roshan, Basu, Arindam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2016
• Subjects: Floating gate (FG); learning; neuromorphic; neuroscience; spike-timing-dependent plasticity (STDP); synapse; very large scale integration (VLSI)
• Online Access: https://hdl.handle.net/10356/81587; http://hdl.handle.net/10220/39555
• Institution: Nanyang Technological University

This brief describes the neuromorphic very large scale integration implementation of a synapse utilizing a single floating-gate (FG) transistor that can be used to store a weight in a nonvolatile manner and demonstrate biological learning rules such as spike-timing-dependent plasticity (STDP). The e...