216 citations · 269 across the 7 of their papers we have counts for
3 papers · 1 filter
Hashing for Secure Optical Information Compression in a Heterogeneous Convolutional Neural Network
Maria Solyanik-Gorgone, Behrouz Movahhed, Volker J Sorger
In the recent years, heterogeneous machine learning accelerators have become of significant interest in science, engineering and industry. The major processing speed bottlenecks in…
Nonlinear Optical Joint Transform Correlator for Low Latency Convolution Operations
Jonathan K. George, Maria Solyanik-Gorgone, Hangbo Yang +2
Convolutions are one of the most relevant operations in artificial intelligence (AI) systems. High computational complexity scaling poses significant challenges, especially in fast…
Quantifying information via Shannon entropy in spatially structured optical beams
Maria Solyanik-Gorgone, Jiachi Ye, Mario Miscuglio +3
While information is ubiquitously generated, shared, and analyzed in a modern-day life, there is still some controversy around the ways to asses the amount and quality of informati…