Binarized Neural Network with Silicon Nanosheet Synaptic Transistors for Supervised Pattern Classification

Abstract In the biological neural network, the learning process is achieved through massively parallel synaptic connections between neurons that can be adjusted in an analog manner. Recent developments in emerging synaptic devices and their networks can emulate the functionality of a biological neur...

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Bibliographic Details
Main Authors: Sungho Kim, Bongsik Choi, Jinsu Yoon, Yongwoo Lee, Hee-Dong Kim, Min-Ho Kang, Sung-Jin Choi
Format: Article
Language:English
Published: Nature Publishing Group 2019-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-019-48048-w