NAND Flash Based Novel Synaptic Architecture for Highly Robust and High-Density Quantized Neural Networks With Binary Neuron Activation of (1, 0)

We propose a novel synaptic architecture based on a NAND flash memory for highly robust and high-density quantized neural networks (QNN) with 4-bit weight and binary neuron activation, for the first time. The proposed synaptic architecture is fully compatible with the conventional NAND flash memory...

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Veröffentlicht in:IEEE access 2020, Vol.8, p.114330-114339
Hauptverfasser: Lee, Sung-Tae, Kwon, Dongseok, Kim, Hyeongsu, Yoo, Honam, Lee, Jong-Ho
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Sprache:eng
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