SpikeLite: Lightweight Spiking Neural Networks for Time-Series Forecasting.

arXiv:2609.35097v1 Announce Type: cross Abstract: Spiking neural networks (SNNs) offer an energy-efficient paradigm for time-series forecasting through spike-driven computation. However, recent SNN forecasters often pursue higher accuracy through increasingly