IEEE - Institute of Electrical and Electronics Engineers, Inc. - Packing Convolutional Neural Networks in the Frequency Domain

Author(s): Yunhe Wang ; Chang Xu ; Chao Xu ; Dacheng Tao
Sponsor(s): IEEE Computer Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2019
Volume: 41
Page(s): 2,495 - 2,510
ISSN (CD): 2160-9292
ISSN (Electronic): 1939-3539
ISSN (Paper): 0162-8828
DOI: 10.1109/TPAMI.2018.2857824
Regular:

Deep convolutional neural networks (CNNs) are successfully used in a number of applications. However, their storage and computational requirements have largely prevented their widespread use on... View More

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