Defect Consideratons for Robust Sparse Coding Using Memristor Arrays

被引:0
作者
Sheridan, Patrick [1 ]
Lu, Wei D. [1 ]
机构
[1] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
来源
PROCEEDINGS OF THE 2015 IEEE/ACM INTERNATIONAL SYMPOSIUM ON NANOSCALE ARCHITECTURES (NANOARCH 15) | 2015年
关键词
Memristor; fault tolerance; sparse coding; crossbar;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The performance of a memristor network with defects is investigated on a sparse coding task. It was found that moderate levels SA0 faults do not significantly impact algorithm performance, while SA1 faults effectively reduce dictionary size.
引用
收藏
页码:137 / 138
页数:2
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