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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Bibliographic Details
Main Authors: Ayat, Sayed Omid, Hani, Mohamed Khalil, Ab. Rahman, Ab. Al-Hadi, Abdellatef, Hamdan
Format: Article
Published: Elsevier B. V. 2019
Subjects: