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Stefano Pizzolato, Luca Tagliapietra, Matteo Cognolato, Monica Reggiani, Henning Müller, Manfredo Atzori · 2017 · DOI 10.1371/journal.pone.0186132

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Towards Real-Time ECG and EMG Modeling on $\mu$NPUs

cs.LG · 2026-04-20 · unverdicted · novelty 6.0

PhysioLite delivers Transformer-comparable ECG/EMG performance using learnable wavelet filters and hardware-aware design at ~370KB quantized size on μNPUs.

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  • Towards Real-Time ECG and EMG Modeling on $\mu$NPUs cs.LG · 2026-04-20 · unverdicted · none · ref 43

    PhysioLite delivers Transformer-comparable ECG/EMG performance using learnable wavelet filters and hardware-aware design at ~370KB quantized size on μNPUs.