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Spectral-based convolutional neural network without multiple spatial-frequency domain switchings

Recent researches have shown that spectral representation provides a significant speed-up in the massive computation workload of convolution operations in the inference (feed-forward) algorithm of Convolutional Neural Networks (CNNs). This approach results in reducing the computational complexity of...

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Main Authors:	Ayat, Sayed Omid, Hani, Mohamed Khalil, Ab. Rahman, Ab. Al-Hadi, Abdellatef, Hamdan
格式:	Article
出版:	Elsevier B. V. 2019
主題:	TK Electrical engineering. Electronics Nuclear engineering
在線閱讀:	http://eprints.utm.my/id/eprint/87452/ http://dx.doi.org/10.1016/j.neucom.2019.06.094
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