Recent advances in convolutional neural networks

•We give an overview of the basic components of CNN.•We discuss the improvements of CNN on different aspects, namely, layer design, activation function, loss function, regularization, optimization and fast computation.•We introduce the applications of CNN on various tasks, including image classifica...

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Vydané v:	Pattern recognition Ročník 77; s. 354 - 377
Hlavní autori:	Gu, Jiuxiang, Wang, Zhenhua, Kuen, Jason, Ma, Lianyang, Shahroudy, Amir, Shuai, Bing, Liu, Ting, Wang, Xingxing, Wang, Gang, Cai, Jianfei, Chen, Tsuhan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.05.2018
Predmet:	Convolutional neural network Deep learning Deep learning Convolutional neural network
ISSN:	0031-3203, 1873-5142
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