IEEE - Institute of Electrical and Electronics Engineers, Inc. - Error models of finite word length arithmetic in CNN accelerator design

2016 Visual Communications and Image Processing (VCIP)

Author(s): Yuan Gao ; Zhenyu Liu ; Dongsheng Wang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2016
Conference Location: Chengdu, China
Conference Date: 27 November 2016
Page(s): 1 - 4
ISBN (Electronic): 978-1-5090-5316-2
DOI: 10.1109/VCIP.2016.7805580
Regular:

Convolution Neural Network (CNN) is a state of the art machine learning algorithm. For CNN accelerator implementations, fixed-point and floating-point are two typical numeric representations.... View More

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