Shuang Lian

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Information Fusion

Attention Mechanism

Spiking Neural Networks

Biologically Plausible

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

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) (2024)
Ziming Wang, Runhao Jiang, Shuang Lian, Rui Yan, Huajin Tang
Adaptive Smoothing Gradient Learning for Spiking Neural Networks. ICML (2023)
Shuang Lian, Jiangrong Shen, Qianhui Liu, Ziming Wang, Rui Yan, Huajin Tang
Learnable Surrogate Gradient for Direct Training Spiking Neural Networks. IJCAI (2023)
Jinze Wang, Jiaqiang Jiang, Shuang Lian, Rui Yan
Multi-neuron Information Fusion for Direct Training Spiking Neural Networks. ICONIP (7) (2023)
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) (2022)
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 (2022)