Author

Chenxiao Dou

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#artificial intelligence Preprint Oct 2026

SpikeMoE: Brain-Inspired Competitive Routing for Flexible Spiking Mixture-of-Experts

Spiking Neural Networks (SNNs) enable event-driven computation through biologically inspired dynamics at the neuronal scale, while Mixture-of-Experts (MoE) perform conditional computation through expert selection at the model scale. Integrating their strengths offers potential for flexible neural architectures. A key c...

Xiao-Li Liu, Yu Liang, Jia-Lin Li et al. · 0 citations

Open access Aug 2026

SAD-SNN: Spatial-Activation Distillation for High-Performance Spiking Neural Networks

A Spiking Neural Network (SNN) is a kind of brain-inspired and event-driven network, which is becoming a promising energy-efficient alternative to Artificial Neural Networks (ANNs). In recent years, SNN methods have been successfully applied in the fields of electromagnetic signal processing and image signal processing...

Chongxiao Qu, Qian Zhang, Chenxiao Dou et al. · Italian National Conference... · 0 citations