talks
invited talks and seminars
- End-to-End Learning of Optical Communication Systems: A Beginner’s Guide
Invited Tutorial at the 2022 European Conf. Optical Comm. (ECOC), Basel, Switzerland, Sep. 2022
[Slides] - Physics-Based Machine Learning for Fiber-Optic Communication Systems
Workshop on “Neuromorphic High-Speed Communciations (NeuCoS)”, virtual, Dec. 2021
[Slides] - Physics-Based Machine Learning for Fiber-Optic Communication Systems
Workshop on “Digital Signal Processing in Optical Fiber Communication”, virtual, Oct. 2021
[Slides] - Physics-Based Deep Learning for Fiber-Optic Communication Systems
Asia Communications and Photonics Conference (ACP), Shanghai, China, Oct. 2021
[Slides] - Reducing the Complexity of Digital Backpropagation with Machine Learning
Workshop at the Asia Communications and Photonics Conference (ACP), Shanghai, China, Oct. 2021
[Slides] - Model-Based Machine Learning for Physical-Layer Communication over Optical Fiber
Summer School “Optical Networks and Neuromorphic Photonics for AI Acceleration”, Sep. 2021
[Slides] - Physics-Based Machine Learning for Fiber-Optic Communication Systems
IEEE Photonics Society Workshop “Machine Learning and Optical Systems”, Boston, USA, Oct. 2020
[Video] [Slides] - Model-Based Machine Learning for Joint Digital Backpropagation and PMD Compensation
Optical Fiber Communication Conf. (OFC), San Diego, USA, Mar. 2020
[Slides] - Model-Based Machine Learning for Fiber-Optic Communication Systems
8th Van Der Meulen Seminar, Eindhoven, the Netherlands, Dec. 2019
[Slides] - Revisiting Multi-Step Nonlinearity Compensation with Machine Learning
European Conf. on Optical Communication (ECOC), Dublin, Ireland, Sep. 2019
[Video] [Slides] - Digital Backpropagation with Deep-Learned Chromatic Dispersion Filters
Seminar at University College London (UCL), London, UK, Aug. 2018
[Slides] - ASIC Implementation of Digital Backpropagation with Deep-Learned Chromatic Dispersion Filters
Seminar at Eindhoven University of Technology (TU/e), Eindhoven, the Netherlands, May 2018
[Slides] - Performance Analysis and Anchor Decoding of Staircase Codes
Seminar at Eindhoven University of Technology (TU/e), Eindhoven, the Netherlands, May 2018
[Slides] - Coding and Deep Learning for High-Speed Fiber-Optic Communication Systems
Seminar at the Technical University Munich (TUM) and the German Aerospace Center (DLR), Munich, Germany, Dec. 2017
[Slides] - Deterministic and Ensemble-Based Spatially-Coupled Product Codes
Swedish Communication Technologies Workshop (Swe-CTW), Gothenburg, Sweden, June 2017
[Slides] - Optimized Bit Mappings for Spatially Coupled LDPC Codes over Parallel Binary Erasure Channels
7th IEEE Workshop on Advanced Information Processing for Wireless Communication Systems, Aalborg, Nov. 2013
[Slides] - Design of APSK Constellations for Coherent Optical Channels with Nonlinear Phase Noise
Swedish Communication Technologies Workshop (Swe-CTW) 2013, Gothenburg, Sweden
[Poster] - Constellation Optimization for Coherent Optical Channels Distorted by Nonlinear Phase Noise
University of Cambridge, Cambridge (UK), April 2013
[Slides] - Bidrectional Multi-Hop Communication via Two Relays Using Nested Voronoi Codes
6th IEEE Workshop on Advanced Information Processing for Wireless Communication Systems, Copenhagen, May 2012
[Slides]