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Liwei Huang
Liwei Huang
Ph.D. student, School of Computer Science, Peking University
stu.pku.edu.cn의 이메일 확인됨
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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
2082023
QKFormer: Hierarchical Spiking Transformer using QK Attention
C Zhou, H Zhang, Z Zhou, L Yu, L Huang, X Fan, L Yuan, Z Ma, H Zhou, ...
arXiv preprint arXiv:2403.16552, 2024
132024
SGLFormer: Spiking Global-Local-Fusion Transformer with High Performance
H Zhang, C Zhou, L Yu, L Huang, Z Ma, X Fan, H Zhou, Y Tian
Frontiers in Neuroscience 18, 1371290, 2024
112024
Direct training high-performance deep spiking neural networks: a review of theories and methods
C Zhou, H Zhang, L Yu, Y Ye, Z Zhou, L Huang, Z Ma, X Fan, H Zhou, ...
Frontiers in Neuroscience 18, 1383844, 2024
92024
Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse
L Huang, Z Ma, L Yu, H Zhou, Y Tian
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 37 (1 …, 2023
92023
SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition
L Yu, L Huang, C Zhou, H Zhang, Z Ma, H Zhou, Y Tian
arXiv preprint arXiv:2406.15034, 2024
32024
Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
L Huang, Z Ma, L Yu, H Zhou, Y Tian
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
3*2024
Predicting the temporal-dynamic trajectories of cortical neuronal responses in non-human primates based on deep spiking neural network
J Zhang, L Huang, Z Ma, H Zhou
Cognitive Neurodynamics, 1-12, 2023
22023
Time-Dependent VAE for Building Latent Factor from Visual Neural Activity with Complex Dynamics
L Huang, ZY Ma, L Yu, H Zhou, Y Tian
arXiv preprint arXiv:2408.07908, 2024
2024
Spiking Transformer with Experts Mixture
Z Zhou, Y Lu, Y Jia, K Che, J Niu, L Huang, X Shi, Y Zhu, G Li, Z Yu, ...
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0
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