Jonas Ney

23 papers A 1B 2C 2Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
ECNN: A Low-complex, Adjustable CNN for Industrial Pump Monitoring Using Vibration Data.
CoRR
Jonas Ney, Norbert Wehn
2025 — conf
Recent Advances on Machine Learning-aided DSP for Short-reach and Long-haul Optical Communications.
OFC
Laurent Schmalen, Vincent Lauinger, Jonas Ney, Norbert Wehn, Patrick Matalla, Sebastian Randel, Alexander von Bank, Eike-Manuel Edelmann
2025 J jnl
eFAirWrite: Bringing energy efficient text entry to next generation smart devices.
Expert Syst. Appl.
Muhammad Mohsin Ghaffar, Ahmad Abdullah, Junaid Younas, Vladimir Rybalkin, Jonas Ney, Paul Lukowicz, Norbert Wehn
2024 C conf
Achieving High Throughput with a Trainable Neural-Network-Based Equalizer for Communications on FPGA.
DSD
Jonas Ney, Norbert Wehn
2024 J jnl
CNN-Based Equalization for Communications: Achieving Gigabit Throughput with a Flexible FPGA Hardware Architecture.
CoRR
Jonas Ney, Christoph Füllner, Vincent Lauinger, Laurent Schmalen, Sebastian Randel, Norbert Wehn
2024 C conf
FPGA Onboard Processing of Tiny-ML Models Using Radar-Sensing for Oil Spill Monitoring.
IGARSS
Bilal Hammoud, Jonas Ney, Charbel Bou-Mosleh, Norbert Wehn
2024 — conf
Fully-blind Neural Network Based Equalization for Severe Nonlinear Distortions in 112 Gbit/s Passive Optical Networks.
OFC
Vincent Lauinger, Patrick Matalla, Jonas Ney, Norbert Wehn, Sebastian Randel, Laurent Schmalen
2024 J jnl
Fully-blind Neural Network Based Equalization for Severe Nonlinear Distortions in 112 Gbit/s Passive Optical Networks.
CoRR
Vincent Lauinger, Patrick Matalla, Jonas Ney, Norbert Wehn, Sebastian Randel, Laurent Schmalen
2024 J jnl
Real-Time FPGA Demonstrator of ANN-Based Equalization for Optical Communications.
CoRR
Jonas Ney, Patrick Matalla, Vincent Lauinger, Laurent Schmalen, Sebastian Randel, Norbert Wehn
2024 J jnl
Recent Advances on Machine Learning-aided DSP for Short-reach and Long-haul Optical Communications.
CoRR
Laurent Schmalen, Vincent Lauinger, Jonas Ney, Norbert Wehn, Patrick Matalla, Sebastian Randel, Alexander von Bank, Eike-Manuel Edelmann
2023 J jnl
A Hybrid Approach combining ANN-based and Conventional Demapping in Communication for Efficient FPGA-Implementation.
CoRR
Jonas Ney, Bilal Hammoud, Norbert Wehn
2023 — conf
From Algorithm to Implementation: Enabling High-Throughput CNN-Based Equalization on FPGA for Optical Communications.
SAMOS
Jonas Ney, Christoph Füllner, Vincent Lauinger, Laurent Schmalen, Sebastian Randel, Norbert Wehn
2023 — conf
Unsupervised ANN-Based Equalizer and Its Trainable FPGA Implementation.
EuCNC/6G Summit
Jonas Ney, Vincent Lauinger, Laurent Schmalen, Norbert Wehn
2023 J jnl
Unsupervised ANN-Based Equalizer and Its Trainable FPGA Implementation.
CoRR
Jonas Ney, Vincent Lauinger, Laurent Schmalen, Norbert Wehn
2022 — conf
A Hybrid Approach combining ANN-based and Conventional Demapping in Communication for Efficient FPGA-Implementation.
IPDPS Workshops
Jonas Ney, Bilal Hammoud, Norbert Wehn
2022 — conf
Artificial Neural Networks-Based Radar Remote Sensing to Estimate Geographical Information during Oil-Spills.
EUSIPCO
Bilal Hammoud, Charbel Bou-Mosleh, Jonas Ney, Norbert Wehn
2022 B conf
Blind and Channel-agnostic Equalization Using Adversarial Networks.
GLOBECOM
Vincent Lauinger, Manuel Hoffmann, Jonas Ney, Norbert Wehn, Laurent Schmalen
2022 J jnl
Blind and Channel-agnostic Equalization Using Adversarial Networks.
CoRR
Vincent Lauinger, Manuel Hoffmann, Jonas Ney, Norbert Wehn, Laurent Schmalen
2022 A conf
FPGA-based Trainable Autoencoder for Communication Systems.
FPGA
Jonas Ney, Sebastian Dörner, Matthias Herrmann, Mohammad Hassani Sadi, Jannis Clausius, Stephan ten Brink, Norbert Wehn
2022 J jnl
When Massive GPU Parallelism Ain't Enough: A Novel Hardware Architecture of 2D-LSTM Neural Network.
ACM Trans. Reconfigurable Technol. Syst.
Vladimir Rybalkin, Jonas Ney, Menbere Kina Tekleyohannes, Norbert Wehn
2021 — conf
Embedded Face Recognition for Personalized Services in the Assistive Robotics.
PKDD/ECML Workshops (1)
Iris Walter, Jonas Ney, Tim Hotfilter, Vladimir Rybalkin, Julian Höfer, Norbert Wehn, Jürgen Becker
2021 B conf
HALF: Holistic Auto Machine Learning for FPGAs.
FPL
Jonas Ney, Dominik Marek Loroch, Vladimir Rybalkin, Nico Weber, Jens Krüger, Norbert Wehn
2021 J jnl
HALF: Holistic Auto Machine Learning for FPGAs.
CoRR
Jonas Ney, Dominik Marek Loroch, Vladimir Rybalkin, Nico Weber, Jens Krüger, Norbert Wehn