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- Song Han, Junlong Kang, +9 authors William J. Dally
- FPGA
- 2016
Long Short-Term Memory (LSTM) is widely used in speech recognition. In order to achieve higher prediction accuracy, machine learning scientists have built increasingly larger models. Such large model… (More)
- Song Han, Junlong Kang, +9 authors William J. Dally
- ArXiv
- 2016
Long Short-Term Memory (LSTM) is widely used in speech recognition. In order to achieve higher prediction accuracy, machine learning scientists have built larger and larger models. Such large model… (More)
- Shulin Zeng, Yujun Lin, +6 authors Huazhong Yang
- FPGA
- 2019
Neural Networks (NNs) have made a significant breakthrough in many fields, while they also pose a great challenge to hardware platforms since the state-of-the-art neural networks are both… (More)
- Shulin Zeng, Kaiyuan Guo, +5 authors Huazhong Yang
- IEEE 23rd International Conference on Digital…
- 2018
Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) have made great progress in machine learning community. Combining CNN and RNN can accomplish more general and complex tasks. Many… (More)