Jonas Ney

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 17

Top Topics

Communication Systems

Hardware Architecture

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

EuCNC/6G Summit

Publications

Jonas Ney, Christoph Füllner, Vincent Lauinger, Laurent Schmalen, Sebastian Randel, Norbert Wehn
CNN-Based Equalization for Communications: Achieving Gigabit Throughput with a Flexible FPGA Hardware Architecture. CoRR (2024)
Jonas Ney, Patrick Matalla, Vincent Lauinger, Laurent Schmalen, Sebastian Randel, Norbert Wehn
Real-Time FPGA Demonstrator of ANN-Based Equalization for Optical Communications. CoRR (2024)
Vincent Lauinger, Patrick Matalla, Jonas Ney, Norbert Wehn, Sebastian Randel, Laurent Schmalen
Fully-blind Neural Network Based Equalization for Severe Nonlinear Distortions in 112 Gbit/s Passive Optical Networks. CoRR (2024)
Vincent Lauinger, Patrick Matalla, Jonas Ney, Norbert Wehn, Sebastian Randel, Laurent Schmalen
Fully-blind Neural Network Based Equalization for Severe Nonlinear Distortions in 112 Gbit/s Passive Optical Networks. OFC (2024)
Jonas Ney, Bilal Hammoud, Norbert Wehn
A Hybrid Approach combining ANN-based and Conventional Demapping in Communication for Efficient FPGA-Implementation. CoRR (2023)
Jonas Ney, Vincent Lauinger, Laurent Schmalen, Norbert Wehn
Unsupervised ANN-Based Equalizer and Its Trainable FPGA Implementation. CoRR (2023)
Jonas Ney, Vincent Lauinger, Laurent Schmalen, Norbert Wehn
Unsupervised ANN-Based Equalizer and Its Trainable FPGA Implementation. EuCNC/6G Summit (2023)
Jonas Ney, Christoph Füllner, Vincent Lauinger, Laurent Schmalen, Sebastian Randel, Norbert Wehn
From Algorithm to Implementation: Enabling High-Throughput CNN-Based Equalization on FPGA for Optical Communications. SAMOS (2023)
Jonas Ney, Sebastian Dörner, Matthias Herrmann, Mohammad Hassani Sadi, Jannis Clausius, Stephan ten Brink, Norbert Wehn
FPGA-based Trainable Autoencoder for Communication Systems. FPGA (2022)
Vladimir Rybalkin, Jonas Ney, Menbere Kina Tekleyohannes, Norbert Wehn
When Massive GPU Parallelism Ain't Enough: A Novel Hardware Architecture of 2D-LSTM Neural Network. ACM Trans. Reconfigurable Technol. Syst. 15 (1) (2022)
Jonas Ney, Bilal Hammoud, Norbert Wehn
A Hybrid Approach combining ANN-based and Conventional Demapping in Communication for Efficient FPGA-Implementation. IPDPS Workshops (2022)
Bilal Hammoud, Charbel Bou-Mosleh, Jonas Ney, Norbert Wehn
Artificial Neural Networks-Based Radar Remote Sensing to Estimate Geographical Information during Oil-Spills. EUSIPCO (2022)
Vincent Lauinger, Manuel Hoffmann, Jonas Ney, Norbert Wehn, Laurent Schmalen
Blind and Channel-agnostic Equalization Using Adversarial Networks. GLOBECOM (2022)
Vincent Lauinger, Manuel Hoffmann, Jonas Ney, Norbert Wehn, Laurent Schmalen
Blind and Channel-agnostic Equalization Using Adversarial Networks. CoRR (2022)
Jonas Ney, Dominik Marek Loroch, Vladimir Rybalkin, Nico Weber, Jens Krüger, Norbert Wehn
HALF: Holistic Auto Machine Learning for FPGAs. FPL (2021)
Iris Walter, Jonas Ney, Tim Hotfilter, Vladimir Rybalkin, Julian Höfer, Norbert Wehn, Jürgen Becker
Embedded Face Recognition for Personalized Services in the Assistive Robotics. PKDD/ECML Workshops (1) (2021)
Jonas Ney, Dominik Marek Loroch, Vladimir Rybalkin, Nico Weber, Jens Krüger, Norbert Wehn
HALF: Holistic Auto Machine Learning for FPGAs. CoRR (2021)