Shikuang Deng

14 papers A* 7Journal 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Rethinking Hebbian Principle: Low-Dimensional Structural Projection for Unsupervised Learning.
CoRR
Shikuang Deng, Jiayuan Zhang, Yuhang Wu, Ting Chen, Shi Gu
2025 A* conf
Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness.
ICLR
Kangrui Du, Yuhang Wu, Shikuang Deng, Shi Gu
2025 J jnl
Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness.
CoRR
Kangrui Du, Yuhang Wu, Shikuang Deng, Shi Gu
2024 J jnl
Error-Aware Conversion from ANN to SNN via Post-training Parameter Calibration.
Int. J. Comput. Vis.
Yuhang Li, Shikuang Deng, Xin Dong, Shi Gu
2024 A* conf
Spiking Token Mixer: An event-driven friendly Former structure for spiking neural networks.
NeurIPS
Shikuang Deng, Yuhang Wu, Kangrui Du, Shi Gu
2023 A* conf
Surrogate Module Learning: Reduce the Gradient Error Accumulation in Training Spiking Neural Networks.
ICML
Shikuang Deng, Hao Lin, Yuhang Li, Shi Gu
2022 J jnl
Converting Artificial Neural Networks to Spiking Neural Networks via Parameter Calibration.
CoRR
Yuhang Li, Shikuang Deng, Xin Dong, Shi Gu
2022 A* conf
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting.
ICLR
Shikuang Deng, Yuhang Li, Shanghang Zhang, Shi Gu
2022 J jnl
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting.
CoRR
Shikuang Deng, Yuhang Li, Shanghang Zhang, Shi Gu
2021 A* conf
A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration.
ICML
Yuhang Li, Shikuang Deng, Xin Dong, Ruihao Gong, Shi Gu
2021 J jnl
A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration.
CoRR
Yuhang Li, Shikuang Deng, Xin Dong, Ruihao Gong, Shi Gu
2021 A* conf
Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks.
NeurIPS
Yuhang Li, Yufei Guo, Shanghang Zhang, Shikuang Deng, Yongqing Hai, Shi Gu
2021 A* conf
Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks.
ICLR
Shikuang Deng, Shi Gu
2021 J jnl
Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks.
CoRR
Shikuang Deng, Shi Gu