3 papers
cs.NE2026
Scaled Hippocampus-inspired Neural Networks on Neuromorphic Memristive Hardware
Joseph A. Kilgore, Jeffrey D. Kopsick, Zahin Ahmed +2
The hippocampus, a key brain region for learning and memory, exhibits rich structural diversity, sparse communication, and robust dynamics with incredible energy efficiency. It off…
cs.NE2024
Biologically-Informed Excitatory and Inhibitory Balance for Robust Spiking Neural Network Training
Joseph A. Kilgore, Jeffrey D. Kopsick, Giorgio A. Ascoli +1
Spiking neural networks drawing inspiration from biological constraints of the brain promise an energy-efficient paradigm for artificial intelligence. However, challenges exist in…
q-bio.QM2024
A Novel Method for Clustering Cellular Data to Improve Classification
Diek W. Wheeler, Giorgio A. Ascoli
Many fields, such as neuroscience, are experiencing the vast proliferation of cellular data, underscoring the need for organizing and interpreting large datasets. A popular approac…