Author

Sayma Nowshin Chowdhury

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Jul 2026

A Hardware-Aware Open-Source Framework for Design Space Exploration of Mixed-Signal Spiking Neural Networks

An open-source hardware-aware simulation framework for mixed-signal SNNs that enables comparative analysis across neuron, synapse and architecture choices and helps identify neuron-synapse configurations that best satisfy application-specific constraints on accuracy, energy efficiency, area and hardware fidelity.

Sayma Nowshin Chowdhury, V. Nair, Taseen Forhad et al. · arXiv.org · 0 citations