Rare Events, Real Signals: Functional Ensembles as Units of Computation in Deep Spiking Networks 事件

Rare Events, Real Signals: Functional Ensembles as Units of Computation in Deep Spiking Networks arXiv:2606.00073v1 Announce Type: cross Abstract: We investigate how internal representations emerge across hierarchical processing systems by introducing a neuroscience-inspired framework for analyzing deep spiking neural networks (SNN) through the lens of functional connectivity. Drawing on concepts from systems neuroscience and information theory, we form the first-order functionally-connected (1