Search Results for author: Siming Ma

Found 1 papers, 0 papers with code

A binary-activation, multi-level weight RNN and training algorithm for ADC-/DAC-free and noise-resilient processing-in-memory inference with eNVM

no code implementations30 Nov 2019 Siming Ma, David Brooks, Gu-Yeon Wei

We propose a new algorithm for training neural networks with binary activations and multi-level weights, which enables efficient processing-in-memory circuits with embedded nonvolatile memories (eNVM).

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