Stochastic computing system hardware design for convolutional neural networks optimized for accuracy area and energy efficiency

Stochastic computing (SC) is an alternative computing paradigm that can lead to designs that offer lower area and power consumption compared to that of the conventional binary-encoded (BE) deterministic computing. In SC, numbers are encoded as a bit-stream of ‘0’s and ‘1’s, where SC computation eleme...

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主要作者: Hamdan, Hamdan Usamah
格式: Thesis
语言:English
出版: 2020
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在线阅读:http://eprints.utm.my/id/eprint/98197/1/HamdanUsamahHamdanPSKE2020.pdf
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