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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Bibliographic Details

Main Author:	Hamdan, Hamdan Usamah
Format:	Thesis
Language:	English
Published:	2020
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/98197/1/HamdanUsamahHamdanPSKE2020.pdf