Samip Karki

Neuromorphic on-chip reservoir computing with spiking neural network architectures

2024 · arXiv (Cornell University)

Reservoir computing is a promising approach for harnessing the computational power of recurrent neural networks while dramatically simplifying training. This paper investigates the application of integrate-and-fire neurons within reservoir computing frameworks for two distinct tasks: …