CSCC: Convolution Split Compression Calculation Algorithm for Deep Neural Network

CSCC: Convolution Split Compression Calculation Algorithm for Deep Neural Network

Convolutional Neural Networks (CNNs) have become one of the most successful machine learning techniques for image and video processing. The most computationally intensive part of the CNN is the convolutional layers, which have the multi-channel image and multiple kernels. However, due to the network...

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Bibliographic Details
Main Authors: Shengyu Fan, Hui Yu, Dianjie Lu, Shuai Jiao, Weizhi Xu, Fangai Liu, Zhiyong Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
sparse matrix vector multiplication
neural networks
convolution
sparse matrices
Online Access:https://ieeexplore.ieee.org/document/8723509/

Internet

https://ieeexplore.ieee.org/document/8723509/

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