SiMaN : Sign-to-Magnitude Network Binarization

Binary neural networks (BNNs) have attracted broad research interest due to their efficient storage and computational ability. Nevertheless, a significant challenge of BNNs lies in handling discrete constraints while ensuring bit entropy maximization, which typically makes their weight optimization...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 5 vom: 10. Mai, Seite 6277-6288
Auteur principal: Lin, Mingbao (Auteur)
Autres auteurs: Ji, Rongrong, Xu, Zihan, Zhang, Baochang, Chao, Fei, Lin, Chia-Wen, Shao, Ling
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article