Author

Qiang Yu

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Aug 2025

Multi-Plasticity Synergy with Adaptive Mechanism Assignment for Training Spiking Neural Networks

A biologically inspired training framework that incorporates multiple synergistic plasticity mechanisms for more effective SNN training that enables diverse learning algorithms to cooperatively modulate the accumulation of information, while allowing each mechanism to preserve its own relatively independent update dyna...

Yu-Zhe Liu, Xin Deng, Qiang Yu · arXiv.org · 0 citations

Open access Sep 2026

Multi-plasticity synergy with adaptive mechanism assignment for training spiking neural networks

This work proposes a biology-motivated computational framework that incorporates multiple synergistic plasticity mechanisms for more effective SNN training and provides a general and extensible foundation for developing more powerful SNNs guided by multi-strategy brain-inspired learning.

Zhi-Bin Li, Hai-Teng Wang, Yu-Zhe Liu et al. · Frontiers in Neuroscience · 1 citation