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Research and Verification of Convolutional Neural Network Lightweight in BCI

With the increasing of depth and complexity of the convolutional neural network, parameter dimensionality and volume of computing have greatly restricted its applications. Based on the SqueezeNet network structure, this study introduces a block convolution and uses channel shuffle between blocks to...

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Detalhes bibliográficos
Publicado no:Comput Math Methods Med
Main Authors: Xu, Shipu, Li, Runlong, Wang, Yunsheng, Liu, Yong, Hu, Wenwen, Wu, Yingjing, Zhang, Chenxi, Liu, Chang, Ma, Chao
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7416271/
https://ncbi.nlm.nih.gov/pubmed/32802151
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2020/5916818
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