Vedant Sharma

A Spiking Heterogeneous Harmonic Resonate-and-Fire State Space Model for Time Series

Spiking neural networks have attracted increasing attention for their energy efficiency, multiplication-free computation, and sparse event-based processing. In parallel, state space models have emerged as a scalable alternative to transformers for long-range sequence modelling by avoiding quadratic …