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Wei Fang (方维)
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Incorporating learnable membrane time constant to enhance learning of spiking neural networks
W Fang, Z Yu, Y Chen, T Masquelier, T Huang, Y Tian
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
4872021
Deep residual learning in spiking neural networks
W Fang, Z Yu, Y Chen, T Huang, T Masquelier, Y Tian
Advances in Neural Information Processing Systems 34, 21056-21069, 2021
3652021
SpikingJelly (GitHub)
W Fang, Y Chen, J Ding, D Chen, Z Yu, H Zhou, Y Tian
169*2020
Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks
T Bu, W Fang, J Ding, PL Dai, Z Yu, T Huang
International Conference on Learning Representations, 2022
1642022
Spikingjelly: An open-source machine learning infrastructure platform for spike-based intelligence
W Fang, Y Chen, J Ding, Z Yu, T Masquelier, D Chen, L Huang, H Zhou, ...
Science Advances 9 (40), eadi1480, 2023
802023
Pruning of deep spiking neural networks through gradient rewiring
Y Chen, Z Yu, W Fang, T Huang, Y Tian
Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021
502021
Training spiking neural networks with event-driven backpropagation
Y Zhu, Z Yu, W Fang, X Xie, T Huang, T Masquelier
Advances in Neural Information Processing Systems 35, 30528-30541, 2022
352022
State transition of dendritic spines improves learning of sparse spiking neural networks
Y Chen, Z Yu, W Fang, Z Ma, T Huang, Y Tian
International Conference on Machine Learning, 3701-3715, 2022
282022
Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies
W Fang, Z Yu, Z Zhou, D Chen, Y Chen, Z Ma, T Masquelier, Y Tian
Advances in Neural Information Processing Systems, 2023
14*2023
A Unified Framework for Soft Threshold Pruning
Y Chen, Z Ma, W Fang, X Zheng, Z Yu, Y Tian
The Eleventh International Conference on Learning Representations, 2023
132023
Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks
Y Zhu, W Fang, X Xie, T Huang, Z Yu
Advances in Neural Information Processing Systems, 2023
72023
Spike-based dynamic computing with asynchronous sensing-computing neuromorphic chip
M Yao, O Richter, G Zhao, N Qiao, Y Xing, D Wang, T Hu, W Fang, ...
Nature Communications 15 (1), 4464, 2024
32024
Self-architectural knowledge distillation for spiking neural networks
H Qiu, M Ning, Z Song, W Fang, Y Chen, T Sun, Z Ma, L Yuan, Y Tian
Neural Networks, 106475, 2024
12024
Optimal ANN-SNN Conversion with Group Neurons
L Lv, W Fang, L Yuan, Y Tian
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2024
2024
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