Zongpeng Zhang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Acute Coronary Syndrome

Spiking Neural Networks

Online Training

Biologically Plausible

Top Venues

Biomed. Signal Process. Control.

Publications

Zongpeng Zhang, Taoyun Ji, Mingqing Xiao, Wen Wang, Guojing Yu, Tong Lin, Yuwu Jiang, Xiaohua Zhou, Zhouchen Lin
Cross-patient automatic epileptic seizure detection using patient-adversarial neural networks with spatio-temporal EEG augmentation. Biomed. Signal Process. Control. 89 (2024)
Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin
Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural Networks. CoRR (2024)
Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks. ICLR (2024)
Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks. CoRR (2024)
Zongpeng Zhang, Zenan Ling, Tong Lin, Zhouchen Lin
Gradient Descent Optimizes Normalization-Free ResNets. IJCNN (2023)
Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Yisen Wang, Zhouchen Lin
SPIDE: A purely spike-based method for training feedback spiking neural networks. Neural Networks 161 (2023)
Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Yisen Wang, Zhouchen Lin
SPIDE: A Purely Spike-based Method for Training Feedback Spiking Neural Networks. CoRR (2023)
Zenan Ling, Xingyu Xie, Qiuhao Wang, Zongpeng Zhang, Zhouchen Lin
Global Convergence of Over-parameterized Deep Equilibrium Models. AISTATS (2023)
Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin
Online Training Through Time for Spiking Neural Networks. CoRR (2022)
Zenan Ling, Xingyu Xie, Qiuhao Wang, Zongpeng Zhang, Zhouchen Lin
Global Convergence of Over-parameterized Deep Equilibrium Models. CoRR (2022)
Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin
Online Training Through Time for Spiking Neural Networks. NeurIPS (2022)
Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Yisen Wang, Zhouchen Lin
Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State. NeurIPS (2021)
Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Yisen Wang, Zhouchen Lin
Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State. CoRR (2021)