An On-Chip Learning Method for Neuromorphic Systems Based on Non-Ideal Synapse Devices

In this paper, we propose an on-chip learning method that can overcome the poor characteristics of pre-developed practical synaptic devices, thereby increasing the accuracy of the neural network based on the neuromorphic system. The fabricated synaptic devices, based on Pr<inline-formula><m...

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Bibliographic Details
Main Authors: Jae-Eun Lee, Chuljun Lee, Dong-Wook Kim, Daeseok Lee, Young-Ho Seo
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/9/11/1946