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Sharpness-Aware Minimization Scaled by Outlier Normalization for Robust DNNs on In-Memory Computing Accelerators

Sébastien Henwood, Goncalo Filipe Torcato Mordido, Yvon Savaria, Sarath Chandar Anbil Parthipan and François Leduc-Primeau

Paper (2024)

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Department: Department of Electrical Engineering
Department of Computer Engineering and Software Engineering
Funders: IVADO, NSERC
Grant number: PRF-2019-4784991664, RGPIN-2021-04242
ISBN: 9798350354058
PolyPublie URL: https://publications.polymtl.ca/64703/
Conference Title: 58th Asilomar Conference on Signals, Systems, and Computers
Conference Location: Pacific Grove, CA, USA
Conference Date(s): 2024-10-27 - 2024-10-30
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ieeeconf60004.2024.10943038
Official URL: https://doi.org/10.1109/ieeeconf60004.2024.1094303...
Date Deposited: 28 Apr 2025 10:02
Last Modified: 28 Apr 2025 10:02
Cite in APA 7: Henwood, S., Torcato Mordido, G. F., Savaria, Y., Anbil Parthipan, S. C., & Leduc-Primeau, F. (2024, October). Sharpness-Aware Minimization Scaled by Outlier Normalization for Robust DNNs on In-Memory Computing Accelerators [Paper]. 58th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA. https://doi.org/10.1109/ieeeconf60004.2024.10943038

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