Towards Energy-Preserving Natural Language Understanding With Spiking Neural Networks

Author:

Xiao Rong1ORCID,Wan Yu2ORCID,Yang Baosong1ORCID,Zhang Haibo1ORCID,Tang Huajin3ORCID,Wong Derek F.2ORCID,Chen Boxing1ORCID

Affiliation:

1. Damo Academy, Alibaba Group, Hangzhou, China

2. NLP CT Lab, University of Macau, Macao, China

3. Zhejiang University, Hangzhou, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

China Postdoctoral Science Foundation

Science and Technology Development Fund, Macau SAR

Multi-year Research Grant from the University of Macau

Alibaba Group

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Acoustics and Ultrasonics,Computer Science (miscellaneous),Computational Mathematics

Reference39 articles.

1. Unsupervised Cross-lingual Representation Learning at Scale

2. Self-Paced Learning for Neural Machine Translation

3. Synthesizer: Rethinking self-attention for transformer models;tay;Proc Int Conf Mach Learn,0

4. DIET-SNN: Direct input encoding with leakage and threshold optimization in deep spiking neural networks;rathi,2020

5. H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks

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