Zongpeng Zhang

According to our database, Zongpeng Zhang authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural Networks.

Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin

CoRR, 2024

Cross-patient automatic epileptic seizure detection using patient-adversarial neural networks with spatio-temporal EEG augmentation.

Zongpeng Zhang, Taoyun Ji, Mingqing Xiao, Wen Wang, Guojing Yu, Tong Lin, Yuwu Jiang, Xiaohua Zhou, Zhouchen Lin

Biomed. Signal Process. Control., 2024

Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks.

Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

SPIDE: A purely spike-based method for training feedback spiking neural networks.

Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Yisen Wang, Zhouchen Lin

Neural Networks, April, 2023

Gradient Descent Optimizes Normalization-Free ResNets.

Zongpeng Zhang, Zenan Ling, Tong Lin, Zhouchen Lin

Proceedings of the International Joint Conference on Neural Networks, 2023

Global Convergence of Over-parameterized Deep Equilibrium Models.

Zenan Ling, Xingyu Xie, Qiuhao Wang, Zongpeng Zhang, Zhouchen Lin

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Online Training Through Time for Spiking Neural Networks.

Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State.

Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Yisen Wang, Zhouchen Lin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021