Picture for Zongpeng Zhang

Zongpeng Zhang

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

Add code
Jul 17, 2024
Viaarxiv icon

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

Add code
Feb 19, 2024
Viaarxiv icon

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

Add code
Feb 01, 2023
Viaarxiv icon

Online Training Through Time for Spiking Neural Networks

Add code
Oct 09, 2022
Figure 1 for Online Training Through Time for Spiking Neural Networks
Figure 2 for Online Training Through Time for Spiking Neural Networks
Figure 3 for Online Training Through Time for Spiking Neural Networks
Figure 4 for Online Training Through Time for Spiking Neural Networks
Viaarxiv icon

Global Convergence of Over-parameterized Deep Equilibrium Models

Add code
May 27, 2022
Figure 1 for Global Convergence of Over-parameterized Deep Equilibrium Models
Viaarxiv icon

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

Add code
Sep 29, 2021
Figure 1 for Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State
Figure 2 for Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State
Figure 3 for Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State
Figure 4 for Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State
Viaarxiv icon