Optimized Near-Zero Quantization Method for Flexible Memristor Based Neural Network

Optimized Near-Zero Quantization Method for Flexible Memristor Based Neural Network

Due to controllable conductance and non-volatility, flexible memristors are regarded as a key enabler for building artificial neural network (ANN)-based learning algorithms in flexible and wearable systems. However, the existing flexible memristors are suffering from limited number of conductance va...

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Bibliographic Details
Main Authors: Jiawei Xu, Yuxiang Huan, Kunlong Yang, Yiqiang Zhan, Zhuo Zou, Li-Rong Zheng
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Artificial neural network
flexible memristor
near-zero optimizing
system resilience
weight quantization
Online Access:https://ieeexplore.ieee.org/document/8361799/

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