1S1R Sub-Threshold Operation in Crossbar Arrays for Neural Networks Hardware Implementation.

Joel Minguet Lopez,Manon Dampfhoffer,Tifenn Hirtzlin,Lucas Reganaz,Laurent Grenouillet,Gabriele Navarro,Mathieu Bernard,Thomas Magis,Catherine Carabasse,Niccolo Castellani,Valentina Meli,Elisa Vianello,Damien Deleruyelle,Jean-Michel Portal,Gabriel Molas,François Andrieu

MIXDES（2023）

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摘要

This paper presents an outlook of Crossbar memory array capabilities while operated in the sub-threshold regime. By means of experimental data obtained on a RRAM resistive device co-integrated in series with an OTS back-end selector, the pertinence of 1S1R sub-threshold read operation for both standard Binarized Neural Networks (BNNs) and Binarized Spiking Neural Networks (B'SNNs) inference implementation in hardware is elucidated.

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关键词

chalcogenide,crossbar,crosspoint,OTS,RRAM,PCM,1S1R,BNN,BSNN,inference

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