1 citations · 1 across the 4 of their papers we have counts for
4 papers
Low-complexity neural network equalization for long-haul coherent transmission with cascaded semiconductor optical amplifiers
S. Bogdanov, S. Sygletos, O. Sidelnikov +3
In this letter, we numerically investigate a long-haul coherent data transmission system with a cascade of semiconductor optical amplifiers (SOAs). We exploit low-complexity neural…
Optical neuromorphic computing based on chaotic frequency combs in nonlinear microresonators
Negar Shaabani Shishavan, Egor Manuylovich, Morteza Kamalian-Kopae +1
In this work we present a novel implementation of delay line free reservoir computing based on state-of-the-art photonic technologies, which exploits chaotic optical frequency comb…
Stochastic resonance neurons in artificial neural networks
Egor Manuylovich, Diego Argüello Ron, Morteza Kamalian-Kopae +1
Many modern applications of the artificial neural networks ensue large number of layers making traditional digital implementations increasingly complex. Optical neural networks off…
Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization
Diego R. Arguello, Pedro J. Freire, Jaroslaw E. Prilepsky +3
The deployment of artificial neural networks-based optical channel equalizers on edge-computing devices is critically important for the next generation of optical communication sys…