IEEE - Institute of Electrical and Electronics Engineers, Inc. - Energy-Efficient LSTM Networks for Online Learning

Author(s): Tolga Ergen ; Ali H. Mirza ; Suleyman Serdar Kozat
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 13
ISSN (Electronic): 2162-2388
ISSN (Paper): 2162-237X
DOI: 10.1109/TNNLS.2019.2935796
Regular:

We investigate variable-length data regression in an online setting and introduce an energy-efficient regression structure build on long short-term memory (LSTM) networks. For this structure, we... View More

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