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

• Main Authors: Gopalakrishnan, Roshan, Basu, Arindam
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2016
• 主題: Floating gate (FG); learning; neuromorphic; neuroscience; spike-timing-dependent plasticity (STDP); synapse; very large scale integration (VLSI)
• 在線閱讀: https://hdl.handle.net/10356/81587; http://hdl.handle.net/10220/39555
• 機構: 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...