ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator

Chuteng Zhou, Fernando García-Redondo, Julian Büchel, Irem Boybat, Xavier Timoneda Comas, S. R. Nandakumar, Shidhartha Das, Abu Sebastian, Manuel Le Gallo, Paul N. Whatmough. ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator. IEEE Micro, 42(6):76-87, 2022. [doi]

Authors

Chuteng Zhou

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Fernando García-Redondo

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Julian Büchel

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Irem Boybat

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Xavier Timoneda Comas

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S. R. Nandakumar

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Shidhartha Das

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Abu Sebastian

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Manuel Le Gallo

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Paul N. Whatmough

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