Zongpeng Zhang

Online Training Through Time for Spiking Neural Networks

Zhouchen Lin, Qingyan Meng, Mingqing Xiao, 2022, ArXiv.

Online Training Through Time for Spiking Neural Networks

Zhouchen Lin, Qingyan Meng, Mingqing Xiao, 2022, NeurIPS.

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

Zhouchen Lin, Yisen Wang, Mingqing Xiao, 2021, NeurIPS.

SPIDE: A Purely Spike-based Method for Training Feedback Spiking Neural Networks

Zhouchen Lin, Yisen Wang, Qingyan Meng, 2023, Neural Networks.

Efficient and generalizable cross-patient epileptic seizure detection through a spiking neural network

Mingqing Xiao, Zongpeng Zhang, Tong Lin, 2024, Frontiers in neuroscience.

Global Convergence of Over-parameterized Deep Equilibrium Models

Zhouchen Lin, Xingyu Xie, Qiuhao Wang, 2022, AISTATS.

Gradient Descent Optimizes Normalization-Free ResNets

Zhouchen Lin, Zenan Ling, Zongpeng Zhang, 2023, 2023 International Joint Conference on Neural Networks (IJCNN).