Online Fault Detection in ReRAM-Based Computing Systems for Inferencing

IEEE Transactions on Very Large Scale Integration (VLSI) Systems（2022）

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摘要

A resistive switching random access memory (ReRAM)-based computing system (RCS) provides an energy-efficient hardware implementation of vector–matrix multiplication for machine-learning hardware. However, it is susceptible to faults due to the immature resistive switching random access memory (ReRAM) fabrication process. We propose an efficient online fault-detection method for RCS. This method mo...

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关键词

Circuit faults,Fault detection,Power demand,Monitoring,Computer architecture,Resistance,Hardware

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