Shikuang Deng

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Spiking Neural Networks

Biologically Inspired

Error Accumulation

Top Venues

Publications

Shikuang Deng, Hao Lin, Yuhang Li, Shi Gu
Surrogate Module Learning: Reduce the Gradient Error Accumulation in Training Spiking Neural Networks. ICML (2023)
Shikuang Deng, Yuhang Li, Shanghang Zhang, Shi Gu
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting. ICLR (2022)
Shikuang Deng, Yuhang Li, Shanghang Zhang, Shi Gu
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting. CoRR (2022)
Yuhang Li, Shikuang Deng, Xin Dong, Shi Gu
Converting Artificial Neural Networks to Spiking Neural Networks via Parameter Calibration. CoRR (2022)
Shikuang Deng, Shi Gu
Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks. ICLR (2021)
Shikuang Deng, Shi Gu
Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks. CoRR (2021)
Yuhang Li, Shikuang Deng, Xin Dong, Ruihao Gong, Shi Gu
A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration. ICML (2021)
Yuhang Li, Yufei Guo, Shanghang Zhang, Shikuang Deng, Yongqing Hai, Shi Gu
Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks. NeurIPS (2021)
Yuhang Li, Shikuang Deng, Xin Dong, Ruihao Gong, Shi Gu
A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration. CoRR (2021)