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Variability-Aware Memristive Crossbars-A Tutorial

delete2022-06-01
delete9
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A
Alex Pappachen James *
L
Leon O. Chua
DOI:10.1109/TCSII.2022.3169416delete
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Abstract

Abstract

En 中文
Memristor crossbar architecture is one of the most popular circuit configurations due to its wide range of practical applications. The crossbar architecture can emulate the weighted summation operation, called multiply and accumulate operation (MAC). The errors to MAC computing get introduced due to a range of crossbar variability. We broadly group the variability in three categories: (1) device-to-device variations, (2) programming nonlinearity, and (3) those from peripheral circuits. This tutorial provides insights into the variability and compensation approaches that can be adopted to reduce its impact when designing for practical applications with crossbars.
Keywords:
Memristors
Programming
Switches
Resistance
Delays
Buildings
Wires
Memristor crossbar
variability
memristor applications
compensation

Journal

I
IEEE Transactions on Circuits and Systems and Express Briefs
IF:
4.9
Papers:
8.8K
Citations:
2.5W

Organization

University of California System cover
University of California System
Scholars:
37.5W
Papers: 33.7W
Citations: 6.6K
Cited Papers

Cited Papers

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