LongSpike: Fractional Order Spiking State Space Models for Efficient Long Sequence Learning

Xinrui He, Qiyu Kang, Xuhao Li +1

Spiking Neural Networks (SNNs) are well-regarded for their biological plausibility and energy efficiency in processing sequential data. However, dominant SNN architectures typicall…