58 citations · 58 across the 3 of their papers we have counts for
3 papers
Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation
Pedro J. Freire, Antonio Napoli, Diego Arguello Ron +7
In this paper, a new methodology is proposed that allows for the low-complexity development of neural network (NN) based equalizers for the mitigation of impairments in high-speed…
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…