Acceleration of LSTM With Structured Pruning Method on FPGA
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 high computation complexity with the cascade-dependent structure, it is a big challenge to efficiently im...
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| Hauptverfasser: | , , , , , , |
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| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
IEEE
2019-01-01
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| Schriftenreihe: | IEEE Access |
| Schlagworte: | |
| Online-Zugang: | https://ieeexplore.ieee.org/document/8716654/ |
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