IEEE - Institute of Electrical and Electronics Engineers, Inc. - Automatic model redundancy reduction for fast back-propagation for deep neural networks in speech recognition

2015 International Joint Conference on Neural Networks (IJCNN)

Author(s): Yanmin Qian ; Tianxing He ; Wei Deng ; Kai Yu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2015
Conference Location: Killarney, Ireland
Conference Date: 12 July 2015
Page(s): 1 - 6
ISBN (Electronic): 978-1-4799-1960-4
ISBN (DVD): 978-1-4799-1959-8
ISSN (Electronic): 2161-4407
DOI: 10.1109/IJCNN.2015.7280335
Regular:

Although deep neural networks (DNNs) have achieved great performance gain, the immense computational cost of DNN model training has become a major block to utilize massive speech data for DNN... View More

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