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Impacts and solutions of nonvolatile-memory-induced weight error in the computing-in-memory neural network system

JAPANESE JOURNAL OF APPLIED PHYSICS, (2020)

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Abstract

Nonvolatile-memory-based computing-in-memory architecture is one of the solutions to the massive data movement problem in the conventional von Neumann computing architecture since multiplication-and-accumulation (MAC) operations can be directly performed inside the memory array. This paper investigates the errors from the imperfections of...More

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Chao-Hung Wang
Chao-Hung Wang
Ming-Liang Wei
Ming-Liang Wei
Keh-Chung Wang
Keh-Chung Wang
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