216 citations · 269 across the 7 of their papers we have counts for
7 papers
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…
High Throughput Multi-Channel Parallelized Diffraction Convolutional Neural Network Accelerator
Zibo Hu, Shurui Li, Russell L. T. Schwartz +4
Convolutional neural networks are paramount in image and signal processing including the relevant classification and training tasks alike and constitute for the majority of machine…
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…
A Chirality-Based Quantum Leap
Clarice D. Aiello, Muneer Abbas, John M. Abendroth +41
Chiral degrees of freedom occur in matter and in electromagnetic fields and constitute an area of research that is experiencing renewed interest driven by recent observations of th…
Excitation of E1-forbidden Atomic Transitions with Electric, Magnetic or Mixed Multipolarity in Light Fields Carrying Orbital and Spin Angular Momentum
Maria Solyanik-Gorgone, Andrei Afanasev, Carl E. Carlson +2
Photons carrying a well-defined orbital angular momentum have been proven to modify spectroscopic selection rules in atomic matter. Excitation profiles of electric quadrupole trans…
Spin Polarization of Photoelectrons in GaAs Excited by Twisted Photons
Maria Solyanik-Gorgone, Andrei Afanasev
Inter-band photo-excitation of electron states with the twisted photons in GaAs, a direct band-gap bulk semiconductor, is considered theoretically. Assuming linearity of the quantu…