文章基本信息

标题：Impact of Synaptic Device Variations on Pattern Recognition Accuracy in a Hardware Neural Network
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作者：Sungho Kim ; Meehyun Lim ; Yeamin Kim 等
期刊名称：Scientific Reports
电子版ISSN：2045-2322
出版年度：2018
卷号：8
期号：1
页码：2638
DOI：10.1038/s41598-018-21057-x
语种：English
出版社：Springer Nature
摘要：), and the weight update margin (ΔG) on the pattern recognition accuracy are analyzed quantitatively. These simulation results can provide guidelines for the continued design and optimization of a synaptic device for realizing a functional large-scale neuromorphic computing system.