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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| Format: | Thèse |
| Langue: | anglais |
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2020
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| Accès en ligne: | http://eprints.utm.my/98197/1/HamdanUsamahHamdanPSKE2020.pdf |