Binary neural networks: A survey

•We summarize the binary neural network methods and categorize them into the naive binarization and the optimized binarization.•The binary neural networks are mainly optimized using techniques including minimizing quantization error, improving the loss function, and reducing the gradient error.•We a...

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Vydané v:	Pattern recognition Ročník 105; s. 107281
Hlavní autori:	Qin, Haotong, Gong, Ruihao, Liu, Xianglong, Bai, Xiao, Song, Jingkuan, Sebe, Nicu
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.09.2020
Predmet:	Binary neural network Deep learning Model acceleration Model compression Network quantization Deep learning Model acceleration Binary neural network Network quantization Model compression
ISSN:	0031-3203, 1873-5142
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