3 papers
physics.optics2026
AI-interpreted Optical Scattering for Robust and Focal Depth-Aware Imaging
Eunji Ko, Patrick Ross, Corey Hart +1
Optical scattering has conventionally been regarded as an impediment in imaging research due to the degradation of image quality during reconstruction. Nevertheless, this study exp…
eess.SP2026
A Hardware-Aware Open-Source Framework for Design Space Exploration of Mixed-Signal Spiking Neural Networks
Sayma Nowshin Chowdhury, Vineeta Nair, Taseen Forhad +3
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 su…
cs.LG2025
Characterizing Learning in Spiking Neural Networks with Astrocyte-Like Units
Christopher S. Yang, Sylvester J. Gates, Dulara De Zoysa +3
Traditional artificial neural networks take inspiration from biological networks, using layers of neuron-like nodes to pass information for processing. More realistic models includ…