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Efficient Discrete Temporal Coding Spike-Driven In-Memory Computing Macro for Deep Neural Network Based on Nonvolatile Memory

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Published in 2022 at "IEEE Transactions on Circuits and Systems I: Regular Papers"

DOI: 10.1109/tcsi.2022.3194918

Abstract: Nonvolatile memory (NVM) based neural network can directly perform in situ computation in memory to significantly reduce energy consumption resulting from the data movement. However, the energy consumption by the analog-to-digital converter (ADC) restricts the… read more here.

Keywords: computing macro; neural network; coding spike; temporal coding ... See more keywords