Nonlinearity Compensation and Information Rates in Fully-Loaded C-band Optical Fibre Transmission Systems. - Tianhua Xu; Nikita A. Shevchenko; Boris Karanov; Domaniç Lavery; Lídia Galdino; Alex Alvarado; Robert I. Killey; Polina Bayvel (ECOC, 2017)

Record high capacity (6.8 Tbit/s) WDM coherent transmission in hollow-core antiresonant fiber. - Zhixin Liu; Lídia Galdino; John R. Hayes; Domaniç Lavery; Boris Karanov; Daniel J. Elson; Kai Shi 003; Benn C. Thomsen; Marco N. Petrovich; David J. Richardson; Francesco Poletti; Radan Slavík; et al. (OFC, 2017)

Experimental Demonstration of a Dispersion Tolerant End-to-End Deep Learning-Based IM-DD Transmission System. - Mathieu Chagnon; Boris Karanov; Laurent Schmalen (ECOC, 2018)

Digital Nonlinearity Compensation Considering Signal Spectral Broadening Effects in Dispersion-managed Systems. - Boris Karanov; Tianhua Xu; Nikita A. Shevchenko; Domaniç Lavery; Gabriele Liga; Robert I. Killey; Polina Bayvel (OFC, 2018)

End-to-end Deep Learning of Optical Fiber Communications. - Boris Karanov; Mathieu Chagnon; Félix Thouin; Tobias A. Eriksson; Henning Bülow; Domaniç Lavery; Polina Bayvel; Laurent Schmalen (CoRR, 2018)

Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing. - Boris Karanov; Gabriele Liga; Vahid Aref; Domaniç Lavery; Polina Bayvel; Laurent Schmalen (Allerton, 2019)

End-to-End Optimized Transmission over Dispersive Intensity-Modulated Channels Using Bidirectional Recurrent Neural Networks. - Boris Karanov; Domaniç Lavery; Polina Bayvel; Laurent Schmalen (CoRR, 2019)

Experimental Demonstration of Learned Time-Domain Digital Back-Propagation. - 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 (CoRR, 2019)

End-to-End Learning in Optical Fiber Communications: Concept and Transceiver Design. - Boris Karanov; Polina Bayvel; Laurent Schmalen (ECOC, 2020)

End-to-End Learning in Optical Fiber Communications: Experimental Demonstration and Future Trends. - Boris Karanov; Vinícius Oliari; Mathieu Chagnon; Gabriele Liga; Alex Alvarado; Vahid Aref; Domaniç Lavery; Polina Bayvel; Laurent Schmalen (ECOC, 2020)

Influence of Spectral Broadening on Nonlinearity Compensation in Ultra-Wideband Optical Fiber Communications. - Tianhua Xu; Jiazheng Ding; Yifan Liu; Wenxiu Hu; Boris Karanov; Nikita A. Shevchenko; Zhe Li; Tiegen Liu (ICTON, 2020)

Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model. - Boris Karanov; Mathieu Chagnon; Vahid Aref; Domaniç Lavery; Polina Bayvel; Laurent Schmalen (OFC, 2020)

Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications. - Boris Karanov; Mathieu Chagnon; Vahid Aref; Filipe Ferreira 001; Domaniç Lavery; Polina Bayvel; Laurent Schmalen (SiPS, 2020)

Time-Domain Learned Digital Back-Propagation. - 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 (SiPS, 2020)

Optical Fiber Communication Systems Based on End-to-End Deep Learning. - Boris Karanov; Mathieu Chagnon; Vahid Aref; Domaniç Lavery; Polina Bayvel; Laurent Schmalen (CoRR, 2020)

Distance-Agnostic Auto-Encoders for Short Reach Fiber Communications. - Boris Karanov; Laurent Schmalen; Alex Alvarado (OFC, 2021)

Semi-Supervised Learning with Per-Class Adaptive Confidence Scores for Acoustic Environment Classification with Imbalanced Data. - Luan Vinícius Fiorio; Boris Karanov; Johan David; Wim J. van Houtum; Frans Widdershoven; Ronald M. Aarts (ICASSP, 2023)

On the Robustness of Deep Learning-Aided Symbol Detectors to Varying Conditions and Imperfect Channel Knowledge. - Chin-Hung Chen; Boris Karanov; Wim J. van Houtum; Wu Yan 023; Alex Young; Alex Alvarado (WCNC, 2024)

Spectral Masking With Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement. - Luan Vinícius Fiorio; Boris Karanov; Bruno Defraene; Johan David; Frans Widdershoven; Wim J. van Houtum; Ronald M. Aarts (IEEE Access, 2024)

Data-Driven Symbol Detection for Intersymbol Interference Channels with Bursty Impulsive Noise. - Boris Karanov; Chin-Hung Chen; Yan Wu 023; Alex Young; Wim J. van Houtum (CoRR, 2024)

Analysis of Impulsive Interference in Digital Audio Broadcasting Systems in Electric Vehicles. - Chin-Hung Chen; Wen-Hung Huang; Boris Karanov; Alex Young; Yan Wu 023; Wim J. van Houtum (CoRR, 2024)

Modified Baum-Welch Algorithm for Joint Blind Channel Estimation and Turbo Equalization. - Chin-Hung Chen; Boris Karanov; Ivana Nikoloska; Wim J. van Houtum; Yan Wu 023; Alex Alvarado (CoRR, 2024)

Turbo Receiver Design with Joint Detection and Demapping for Coded Differential BPSK in Bursty Impulsive Noise Channels. - Chin-Hung Chen; Boris Karanov; Wim van Houtom; Yan Wu 023; Alex Alvarado (CoRR, 2024)

Blind Equalization in Dynamic PMD Channels Using Variational Autoencoders with LSTM. - José Nupsilonñez-Kasaneva; Boris Karanov; Alex Alvarado; Gabriele Liga (OFC, 2025)

Hybrid Real- and Complex-valued Neural Network Architecture. - Alex Young; Luan Vinícius Fiorio; Bo Yang; Boris Karanov; Wim J. van Houtum; Ronald M. Aarts (CoRR, 2025)

Robust Blind Channel Estimation for Bursty Impulsive Noise with a Constrained EM Approach. - Chin-Hung Chen; Ivana Nikoloska; Wim J. van Houtum; Yan Wu 023; Boris Karanov; Alex Alvarado (CoRR, 2025)