Compressing Deep Networks by Neuron Agglomerative Clustering.

Wang, Li-Na; Liu, Wenxue; Liu, Xiang; Zhong, Guoqiang; Roy, Partha Pratim; Dong, Junyu; Huang, Kaizhu

Wang, Li-Na; Liu, Wenxue; Liu, Xiang; Zhong, Guoqiang; Roy, Partha Pratim; Dong, Junyu; Huang, Kaizhu.

Afiliação

Wang LN; Department of Computer Science and Technology, Ocean University of China, Qingdao 266100, China.
Liu W; Department of Computer Science and Technology, Ocean University of China, Qingdao 266100, China.
Liu X; Department of Computer Science and Technology, Ocean University of China, Qingdao 266100, China.
Zhong G; Innovation Center, Ocean University of China, Qingdao 266100, China.
Roy PP; Department of Computer Science and Technology, Ocean University of China, Qingdao 266100, China.
Dong J; Department of Computer Science and Engineering, Indian Institute of Technology Roorkee, Roorkee 247667, Uttarakhand, India.
Huang K; Department of Computer Science and Technology, Ocean University of China, Qingdao 266100, China.

Sensors (Basel) ; 20(21)2020 Oct 23.

Article em En | MEDLINE | ID: mdl-33114078

Assuntos

Análise por Conglomerados; Compressão de Dados; Redes Neurais de Computação; Neurônios; Algoritmos

Palavras-chave

agglomerative clustering; deep learning; feature maps; network compression; neurons

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Análise por Conglomerados / Redes Neurais de Computação / Compressão de Dados / Neurônios Idioma: En Revista: Sensors (Basel) Ano de publicação: 2020 Tipo de documento: Article País de afiliação: China

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