IEEE - Institute of Electrical and Electronics Engineers, Inc. - Acceleration of LSTM with Structured Pruning Method on FPGA

Author(s): Shaorun Wang ; Peng Lin ; Ruihan Hu ; Hao Wang ; Jin He ; Qijun Huang ; Sheng Chang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2019.2917312
Regular:

This paper focuses on accelerating Long Short-Term Memory (LSTM), which is one of the popular types of recurrent neural networks (RNNs). Because of the large number of weight memory accesses and... View More

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