Author

Giorgio A. Ascoli

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Preprint Sep 2026

A Voltage-controlled MTJ-CMOS Neuron Emulating Tunable Izhikevich-Inspired Dynamics

Biological neurons exhibit diverse firing dynamics that enable adaptive and stimulus-dependent signalling, yet reproducing these dynamics in hardware has remained an enduring challenge. In this work, we present an Izhikevich- inspired reconfigurable neuron that co-designs voltage-controlled magnetic tunnel junction (V-...

K. O. Adebunmi, J. Athas, A. Fleming et al. · 0 citations

Preprint Sep 2026

Scaled Hippocampus-inspired Neural Networks on Neuromorphic Memristive Hardware

This work proposes a network downscaling methodology utilizing a 4-prong objective function and demonstrates a small-scale CA3-inspired network with 179 Izhikevich-modeled neurons, 3 neuronal types and 17,996 synapses with similar resting-state dynamics as the orders-of-magnitude larger full-scale network.

Joseph A. Kilgore, Jeffrey D. Kopsick, Zahin Ahmed et al. · 0 citations