Browse by Aston Author

Article

Freire, Pedro J., Napoli, Antonio, Ron, Diego Arguello, Spinnler, Bernhard, Anderson, Michael, Schairer, Wolfgang, Bex, Thomas, Costa, Nelson, Turitsyn, Sergei K. and Prilepsky, Jaroslaw E. (2023). Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation. Journal of Lightwave Technology, 41 (14), pp. 4557-4581.

Ron, Diego Argüello, Freire, Pedro J, Prilepsky, Jaroslaw E, Kamalian-Kopae, Morteza, Napoli, Antonio and Turitsyn, Sergei K (2022). Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization. Scientific Reports, 12 (1),

Book Section

Nurlybayeva, Karina, Argüello Ron, Diego, Kamalian-Kopae, Morteza, Turitsyna, Elena and Turitsyn, Sergei (2023). Implementation of Noise-Resistant Crowd Equalisation in Optical Communication Systems with Machine Learning DSP. IN: Proceedings of the 2022 Asia Communications and Photonics Conference (ACP). Asia Communications and Photonics Conference (ACP) Proceedings . CHN: IEEE.

Arguello Ron, Diego, Kamalian Kopae, Morteza and Turitsyn, Sergei K. (2021). Noise-Resistant Optical Implementation of Analogue Neural Networks. IN: 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. DEU: IEEE.