Memristor Neural Network Training with Clock Synchronous Neuromorphic System

Memristor devices are considered to have the potential to implement unsupervised learning, especially spike timing-dependent plasticity (STDP), in the field of neuromorphic hardware research. In this study, a neuromorphic hardware system for multilayer unsupervised learning was designed, and unsuper...

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Bibliographic Details
Main Authors: Sumin Jo, Wookyung Sun, Bokyung Kim, Sunhee Kim, Junhee Park, Hyungsoon Shin
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Micromachines
Subjects:
Online Access:https://www.mdpi.com/2072-666X/10/6/384