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2020 – today
- 2024
[c3]Liwei Huang, Zhengyu Ma, Liutao Yu, Huihui Zhou, Yonghong Tian:
Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli. NeurIPS 2024- [c2]Chenlin Zhou, Han Zhang, Zhaokun Zhou, Liutao Yu, Liwei Huang, Xiaopeng Fan, Li Yuan, Zhengyu Ma, Huihui Zhou, Yonghong Tian:
QKFormer: Hierarchical Spiking Transformer using Q-K Attention. NeurIPS 2024 - [i8]Chenlin Zhou, Han Zhang, Zhaokun Zhou
, Liutao Yu, Liwei Huang, Xiaopeng Fan, Li Yuan, Zhengyu Ma, Huihui Zhou, Yonghong Tian:
QKFormer: Hierarchical Spiking Transformer using Q-K Attention. CoRR abs/2403.16552 (2024) - [i7]Chenlin Zhou, Han Zhang, Liutao Yu, Yumin Ye, Zhaokun Zhou, Liwei Huang, Zhengyu Ma, Xiaopeng Fan, Huihui Zhou, Yonghong Tian:
Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods. CoRR abs/2405.04289 (2024) - [i6]Liutao Yu, Liwei Huang, Chenlin Zhou, Han Zhang, Zhengyu Ma, Huihui Zhou, Yonghong Tian:
SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition. CoRR abs/2406.15034 (2024) - [i5]Liwei Huang, Zhengyu Ma, Liutao Yu, Huihui Zhou, Yonghong Tian:
Time-Dependent VAE for Building Latent Factor from Visual Neural Activity with Complex Dynamics. CoRR abs/2408.07908 (2024) - [i4]Jiaqi Wang, Liutao Yu, Liwei Huang, Chenlin Zhou, Han Zhang, Zhenxi Song, Min Zhang, Zhengyu Ma, Zhiguo Zhang:
Efficient Speech Command Recognition Leveraging Spiking Neural Network and Curriculum Learning-based Knowledge Distillation. CoRR abs/2412.12858 (2024) - 2023
- [c1]Liwei Huang, Zhengyu Ma, Liutao Yu, Huihui Zhou, Yonghong Tian:
Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse. AAAI 2023: 31-39 - [i3]Liwei Huang, Zhengyu Ma, Liutao Yu, Huihui Zhou, Yonghong Tian:
Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse. CoRR abs/2303.06060 (2023) - [i2]Chenlin Zhou, Liutao Yu, Zhaokun Zhou, Han Zhang, Zhengyu Ma, Huihui Zhou, Yonghong Tian:
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network. CoRR abs/2304.11954 (2023) - [i1]Chenlin Zhou, Han Zhang, Zhaokun Zhou, Liutao Yu, Zhengyu Ma, Huihui Zhou, Xiaopeng Fan, Yonghong Tian:
Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation. CoRR abs/2305.05954 (2023) - 2020
- [j1]Yanghao Wang, Liutao Yu, Si Wu, Ru Huang, Yuchao Yang:
Memristor-Based Biologically Plausible Memory Based on Discrete and Continuous Attractor Networks for Neuromorphic Systems. Adv. Intell. Syst. 2(3): 2000001 (2020)
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