arxiveess.SPcs.NE2026-07-07
A Hardware-Aware Open-Source Framework for Design Space Exploration of Mixed-Signal Spiking Neural Networks
Sayma Nowshin Chowdhury, Vineeta Nair, Taseen Forhad, Aishwarya Natarajan, Corey Hart, Sahil Shah
Energy-efficient neuromorphic computing at the edge requires simulation tools that can capture the non-ideal behavior of mixed-signal spiking neural network (SNN) hardware while supporting system-level design exploration. This work presents an open-source hardware-aware simulatio…