Boris Karanov

End-to-End Deep Learning of Optical Fiber Communications

Polina Bayvel, Laurent Schmalen, Tobias A. Eriksson, 2018, Journal of Lightwave Technology.

End-to-End Optimized Transmission over Dispersive Intensity-Modulated Channels Using Bidirectional Recurrent Neural Networks

Polina Bayvel, Laurent Schmalen, Domaniç Lavery, 2019, Optics express.

Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing

Polina Bayvel, Laurent Schmalen, Vahid Aref, 2019, 2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications

Laurent Schmalen, Vahid Aref, Filipe Ferreira, 2020, 2020 IEEE Workshop on Signal Processing Systems (SiPS).

Optical Fiber Communication Systems Based on End-to-End Deep Learning : (Invited Paper)

Laurent Schmalen, Vahid Aref, Polina Bayvel, 2020, 2020 IEEE Photonics Conference (IPC).

Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model

Laurent Schmalen, Vahid Aref, Polina Bayvel, 2019, 2020 Optical Fiber Communications Conference and Exhibition (OFC).