Zhikun Liu

HetSyn: Versatile Timescale Integration in Spiking Neural Networks via Heterogeneous Synapses

Spiking Neural Networks (SNNs) offer a biologically plausible and energy-efficient framework for temporal information processing. However, existing studies overlook a fundamental property widely observed in biological neurons—synaptic heterogeneity, which plays a crucial role in temporal processing…