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Yunduo Zhou

2 accepted papers

2026

Dynamic Weight Adaptation in Spiking Neural Networks Inspired by Biological Homeostasis

AAAI 2026technical

Homeostatic mechanisms play a crucial role in maintaining optimal functionality within the neural circuits of the brain. By regulating physiological and biochemical processes, these mechanisms ensure the stability of an organism’s internal environment, enabling it to better adapt to external changes

Cited by 0SourcePDFScholar
2022

Biologically Inspired Dynamic Thresholds for Spiking Neural Networks

NeurIPS 2022accept

The dynamic membrane potential threshold, as one of the essential properties of a biological neuron, is a spontaneous regulation mechanism that maintains neuronal homeostasis, i.e., the constant overall spiking firing rate of a neuron. As such, the neuron firing rate is regulated by a dynamic spikin…

Cited by 35SourcePDFScholar