IEEE - Institute of Electrical and Electronics Engineers, Inc. - Fixed point optimization of deep convolutional neural networks for object recognition

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Author(s): Sajid Anwar ; Kyuyeon Hwang ; Wonyong Sung
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2015
Conference Location: South Brisbane, QLD, Australia
Conference Date: 19 April 2015
Page(s): 1,131 - 1,135
ISBN (Electronic): 978-1-4673-6997-8
DOI: 10.1109/ICASSP.2015.7178146
Regular:

Deep convolutional neural networks have shown promising results in image and speech recognition applications. The learning capability of the network improves with increasing depth and size of each... View More

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