IEEE - Institute of Electrical and Electronics Engineers, Inc. - Greedy Layer-Wise Training of Long Short Term Memory Networks

2018 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)

Author(s): Kaisheng Xu ; Xu Shen ; Ting Yao ; Xinmei Tian ; Tao Mei
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2018
Conference Location: San Diego, CA, USA, USA
Conference Date: 23 July 2018
Page(s): 1 - 6
ISBN (Electronic): 978-1-5386-4195-8
ISBN (USB): 978-1-5386-4194-1
DOI: 10.1109/ICMEW.2018.8551584
Regular:

Recent developments in Recurrent Neural Networks (RNNs) such as Long Short Term Memory (LSTM) have shown promising potential for modeling sequential data. Nevertheless, training LSTM is not... View More

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