Joseph A. Kilgore

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.