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Mitigating Asymmetric Nonlinear Weight Update Effects in Hardware Neural Network Based on Analog Resistive Synapse.

Chih-Cheng ChangPin-Chun ChenTeyuh ChouI-Ting WangBoris HudecChe-Chia ChangChia-Ming TsaiTian-Sheuan ChangTuo-Hung Hou
Published in: IEEE J. Emerg. Sel. Topics Circuits Syst. (2018)
Keyphrases
  • weight update
  • neural network
  • back propagation
  • online training
  • circuit design
  • real time
  • learning rules
  • fuzzy logic
  • machine learning
  • bp neural network
  • gradient vector
  • multiscale