IEEE - Institute of Electrical and Electronics Engineers, Inc. - SqueezeFlow: A Sparse CNN Accelerator Exploiting Concise Convolution Rules

Author(s): Jiajun Li ; Shuhao Jiang ; Shijun Gong ; Jingya Wu ; Junchao Yan ; Guihai Yan ; Xiaowei Li
Sponsor(s): IEEE Comput. Soc. Tech. Committee on Distributed Process
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (CD): 2326-3814
ISSN (Electronic): 1557-9956
ISSN (Paper): 0018-9340
DOI: 10.1109/TC.2019.2924215
Regular:

Convolutional Neural Networks (CNNs) have been widely used in machine learning tasks. While delivering state-of-the-art accuracy, CNNs are known as both compute- and memory-intensive. This paper... View More

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