Layer-Wise Network Compression Using Gaussian Mixture Model

Layer-Wise Network Compression Using Gaussian Mixture Model

Due to the large number of parameters and heavy computation, the real-time operation of deep learning in low-performance embedded board is still difficult. Network Pruning is one of effective methods to reduce the number of parameters without additional network structure modification. However, the c...

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Bibliographic Details
Main Authors:	Eunho Lee, Youngbae Hwang
Format:	Article
Language:	English
Published:	MDPI AG 2021-01-01
Series:	Electronics
Subjects:	network pruning network compression Gaussian mixture model
Online Access:	https://www.mdpi.com/2079-9292/10/1/72

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