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2020 – today
- 2024
[j2]Shuang Lian
, Jiangrong Shen, Ziming Wang, Huajin Tang:
IM-LIF: Improved Neuronal Dynamics With Attention Mechanism for Direct Training Deep Spiking Neural Network. IEEE Trans. Emerg. Top. Comput. Intell. 8(2): 2075-2085 (2024)- [c4]Haosong Qi, Shuang Lian, Xu Li, Huajin Tang:
Adaptive Multi-Level Firing for Direct Training Deep Spiking Neural Networks. IJCNN 2024: 1-8 - 2023
- [c3]Ziming Wang, Runhao Jiang, Shuang Lian, Rui Yan, Huajin Tang:
Adaptive Smoothing Gradient Learning for Spiking Neural Networks. ICML 2023: 35798-35816 - [c2]Jinze Wang, Jiaqiang Jiang, Shuang Lian, Rui Yan:
Multi-neuron Information Fusion for Direct Training Spiking Neural Networks. ICONIP (7) 2023: 458-469 - [c1]Shuang Lian, Jiangrong Shen, Qianhui Liu, Ziming Wang, Rui Yan, Huajin Tang:
Learnable Surrogate Gradient for Direct Training Spiking Neural Networks. IJCAI 2023: 3002-3010 - 2022
- [j1]Shuang Lian, Qianhui Liu, Rui Yan, Gang Pan, Huajin Tang:
Training Deep Convolutional Spiking Neural Networks With Spike Probabilistic Global Pooling. Neural Comput. 34(5): 1170-1188 (2022) - [i1]Ziming Wang, Shuang Lian, Yuhao Zhang, Xiaoxin Cui, Rui Yan, Huajin Tang:
Towards Lossless ANN-SNN Conversion under Ultra-Low Latency with Dual-Phase Optimization. CoRR abs/2205.07473 (2022)
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