A Mixed-Precision RISC-V Processor for Extreme-Edge DNN Inference | Gianmarco Ottavi, Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Luca Benini and Davide Rossi, Cornell University (White Paper)

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Low bit-width Quantized Neural Networks (QNNs) enable deployment of complex machine learning models on constrained devices such as microcontrollers (MCUs) by reducing their memory footprint. Fine-grained asymmetric quantization (i.e., different...
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