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Bayesian neural network enhancing reliability against conductance drift for memristor neural network
[期刊论文] 作者：Yue ZHOU,Xiaofang HU,Lidan WANG,Shukai DUAN,
来源：中国科学：信息科学（英文版） 年份：2021
The hardware implementation of neural networks based on memristor crossbar array provides a promising paradigm for neuromorphic computing.However,the existence of memristor conductance drift harms the reliability of the deployed neural netw......
[期刊论文] 作者：Xiaofang HU,Wenqiang SHI,Yue ZHOU,Hongan TANG,Shukai DUAN,,
来源：Science China(Information Sciences) 年份：2021
Dear editor,The cellular neural network (CNN) is one of the most hardware-implementable neural networks with promising prospects on large-scale and real-time problem solving [1].However, the lack of a...
[期刊论文] 作者：Li LUO,Zhekang DONG,Xiaofang HU,Lidan WANG,Shukai DUAN,
来源：中国科学：信息科学（英文版） 年份：2021
Dear editor,rnThe conventional von Neumann computer system has the memory wall problem[1],which limits the computation speed and causes high energy and latency of the comput-ing system.To realize computing systems able to process massive da......
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