Search Results for author: Morteza Kamalian-Kopae

Found 2 papers, 0 papers with code

Stochastic resonance neurons in artificial neural networks

no code implementations6 May 2022 Egor Manuylovich, Diego Argüello Ron, Morteza Kamalian-Kopae, Sergei Turitsyn

Many modern applications of the artificial neural networks ensue large number of layers making traditional digital implementations increasingly complex.

Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization

no code implementations15 Sep 2021 Diego R. Arguello, Pedro J. Freire, Jaroslaw E. Prilepsky, Antonio Napoli, Morteza Kamalian-Kopae, Sergei K. Turitsyn

The deployment of artificial neural networks-based optical channel equalizers on edge-computing devices is critically important for the next generation of optical communication systems.

Edge-computing Model Compression +1

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