2 papers
physics.optics2025
Generalized Training for Neural Network Learnability: a Spectral Methods Approach
Altai Perry, Luat Vuong
Hybrid optical neural networks (HONNs) offload some electronic computation to optical preprocessors to achieve low-power and fast training and inference phases in machine learning…
physics.optics2024
Polarimetric compressed sensing with hollow, self-assembled diffractive films
Ji Feng, Altai J. Perry, Xiaojing Weng +4
Sensing light's polarization and wavefront direction enables surface curvature assessment, material identification, shadow differentiation, and improved image quality in turbid env…