2 papers
cs.NE2026
AR-LIF: Adaptive reset leaky integrate-and-fire neuron for spiking neural networks
Zeyu Huang, Wei Meng, Quan Liu +2
Spiking neural networks offer low energy consumption due to their event-driven nature. Beyond binary spike outputs, their intrinsic floating-point dynamics merit greater attention.…
cs.NE2025
Improving Low-Latency Learning Performance in Spiking Neural Networks via a Change-Perceptive Dendrite-Soma-Axon Neuron
Zeyu Huang, Wei Meng, Quan Liu +2
Spiking neurons, the fundamental information processing units of Spiking Neural Networks (SNNs), have the all-or-zero information output form that allows SNNs to be more energy-eff…