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Communication Dans Un Congrès Année : 2023

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

Résumé

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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Dates et versions

hal-04155023 , version 1 (07-07-2023)
hal-04155023 , version 2 (13-07-2023)

Identifiants

  • HAL Id : hal-04155023 , version 2

Citer

Joel Minguet Lopez, Manon Dampfhoffer, Tifenn Hirtzlin, Lucas Reganaz, Laurent Grenouillet, et al.. 1S1R Sub-threshold Operation in Crossbar Arrays for Neural Networks Hardware Implementation. 30th International Conference Mixed Design of Integrated Circuits and Systems (MIXDES ), Jun 2023, Krakow, Poland. ⟨hal-04155023v2⟩
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