Boris Karanov

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Recurrent Neural Networks

Top Venues

Publications

Chin-Hung Chen, Boris Karanov, Wim J. van Houtum, Wu Yan, Alex Young, Alex Alvarado
On the Robustness of Deep Learning-Aided Symbol Detectors to Varying Conditions and Imperfect Channel Knowledge. WCNC (2024)
Boris Karanov, Chin-Hung Chen, Yan Wu, Alex Young, Wim J. van Houtum
Data-Driven Symbol Detection for Intersymbol Interference Channels with Bursty Impulsive Noise. CoRR (2024)
Chin-Hung Chen, Wen-Hung Huang, Boris Karanov, Alex Young, Yan Wu, Wim J. van Houtum
Analysis of Impulsive Interference in Digital Audio Broadcasting Systems in Electric Vehicles. CoRR (2024)
Chin-Hung Chen, Boris Karanov, Wim J. van Houtum, Wu Yan, Alex Young, Alex Alvarado
On the Robustness of Deep Learning-aided Symbol Detectors to Varying Conditions and Imperfect Channel Knowledge. CoRR (2024)
Luan Vinícius Fiorio, Boris Karanov, Johan David, Wim J. van Houtum, Frans Widdershoven, Ronald M. Aarts
Semi-Supervised Learning with Per-Class Adaptive Confidence Scores for Acoustic Environment Classification with Imbalanced Data. ICASSP (2023)
Boris Karanov, Laurent Schmalen, Alex Alvarado
Distance-Agnostic Auto-Encoders for Short Reach Fiber Communications. OFC (2021)
Boris Karanov, Mathieu Chagnon, Vahid Aref, Filipe Ferreira, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications. SiPS (2020)
Boris Karanov, Mathieu Chagnon, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model. OFC (2020)
Boris Karanov, Mathieu Chagnon, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
Optical Fiber Communication Systems Based on End-to-End Deep Learning. CoRR (2020)
Eric Sillekens, Wenting Yi, Daniel Semrau, Alessandro Ottino, Boris Karanov, Domaniç Lavery, Lídia Galdino, Polina Bayvel, Robert I. Killey, Sujie Zhou, Kevin Law, Jack Chen
Time-Domain Learned Digital Back-Propagation. SiPS (2020)
Boris Karanov, Mathieu Chagnon, Vahid Aref, Filipe Ferreira, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications. CoRR (2020)
Tianhua Xu, Jiazheng Ding, Yifan Liu, Wenxiu Hu, Boris Karanov, Nikita A. Shevchenko, Zhe Li, Tiegen Liu
Influence of Spectral Broadening on Nonlinearity Compensation in Ultra-Wideband Optical Fiber Communications. ICTON (2020)
Boris Karanov, Vinícius Oliari, Mathieu Chagnon, Gabriele Liga, Alex Alvarado, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
End-to-End Learning in Optical Fiber Communications: Experimental Demonstration and Future Trends. ECOC (2020)
Boris Karanov, Polina Bayvel, Laurent Schmalen
End-to-End Learning in Optical Fiber Communications: Concept and Transceiver Design. ECOC (2020)
Boris Karanov, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
End-to-End Optimized Transmission over Dispersive Intensity-Modulated Channels Using Bidirectional Recurrent Neural Networks. CoRR (2019)
Boris Karanov, Mathieu Chagnon, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model. CoRR (2019)
Boris Karanov, Gabriele Liga, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing. CoRR (2019)
Boris Karanov, Gabriele Liga, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing. Allerton (2019)
Eric Sillekens, Wenting Yi, Daniel Semrau, Alessandro Ottino, Boris Karanov, Sujie Zhou, Kevin Law, Jack Chen, Domaniç Lavery, Lídia Galdino, Polina Bayvel, Robert I. Killey
Experimental Demonstration of Learned Time-Domain Digital Back-Propagation. CoRR (2019)
Boris Karanov, Tianhua Xu, Nikita A. Shevchenko, Domaniç Lavery, Gabriele Liga, Robert I. Killey, Polina Bayvel
Digital Nonlinearity Compensation Considering Signal Spectral Broadening Effects in Dispersion-managed Systems. OFC (2018)
Boris Karanov, Mathieu Chagnon, Félix Thouin, Tobias A. Eriksson, Henning Bülow, Domaniç Lavery, Polina Bayvel, Laurent Schmalen
End-to-end Deep Learning of Optical Fiber Communications. CoRR (2018)
Mathieu Chagnon, Boris Karanov, Laurent Schmalen
Experimental Demonstration of a Dispersion Tolerant End-to-End Deep Learning-Based IM-DD Transmission System. ECOC (2018)
Zhixin Liu, Lídia Galdino, John R. Hayes, Domaniç Lavery, Boris Karanov, Daniel J. Elson, K. Shi, Benn C. Thomsen, Marco N. Petrovich, David J. Richardson, Francesco Poletti, Radan Slavík, Polina Bayvel
Record high capacity (6.8 Tbit/s) WDM coherent transmission in hollow-core antiresonant fiber. OFC (2017)
Tianhua Xu, Nikita A. Shevchenko, Boris Karanov, Domaniç Lavery, Lídia Galdino, Alex Alvarado, Robert I. Killey, Polina Bayvel
Nonlinearity Compensation and Information Rates in Fully-Loaded C-band Optical Fibre Transmission Systems. ECOC (2017)