Classification Accuracy of Minimal Spiking Neural Networks Follows a Log-Reciprocal Function

Zhengdi Zhang, Cong Han, Wenjun Xia

We investigate classification accuracy in minimal LIF-based spiking neural networks, examining its dependence on neuron count, stimulus nodes, and category number. Using an LLM to…