2 papers
cs.LG2025
Exploring Spiking Neural Networks for Binary Classification in Multivariate Time Series at the Edge
James Ghawaly, Andrew Nicholson, Catherine Schuman +3
We present a general framework for training spiking neural networks (SNNs) to perform binary classification on multivariate time series, with a focus on step-wise prediction and hi…
cs.ET2025
Energy-Efficient Cryogenic Neuromorphic Network with Superconducting Memristor
Md Mazharul Islam, Julia Steed, Karan Patel +2
Cryogenic neuromorphic systems, inspired by the brains unparalleled efficiency, present a promising paradigm for next generation computing architectures.This work introduces a full…