Jonas Ney

According to our database1, Jonas Ney authored at least 15 papers between 2021 and 2024.

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Bibliography

2024
Recent Advances on Machine Learning-aided DSP for Short-reach and Long-haul Optical Communications.
CoRR, 2024

CNN-Based Equalization for Communications: Achieving Gigabit Throughput with a Flexible FPGA Hardware Architecture.
CoRR, 2024

Real-Time FPGA Demonstrator of ANN-Based Equalization for Optical Communications.
CoRR, 2024

Fully-blind Neural Network Based Equalization for Severe Nonlinear Distortions in 112 Gbit/s Passive Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

FPGA Onboard Processing of Tiny-ML Models Using Radar-Sensing for Oil Spill Monitoring.
Proceedings of the IGARSS 2024, 2024

Achieving High Throughput with a Trainable Neural-Network-Based Equalizer for Communications on FPGA.
Proceedings of the 27th Euromicro Conference on Digital System Design, 2024

2023
From Algorithm to Implementation: Enabling High-Throughput CNN-Based Equalization on FPGA for Optical Communications.
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2023

Unsupervised ANN-Based Equalizer and Its Trainable FPGA Implementation.
Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022
When Massive GPU Parallelism Ain't Enough: A Novel Hardware Architecture of 2D-LSTM Neural Network.
ACM Trans. Reconfigurable Technol. Syst., 2022

A Hybrid Approach combining ANN-based and Conventional Demapping in Communication for Efficient FPGA-Implementation.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Blind and Channel-agnostic Equalization Using Adversarial Networks.
Proceedings of the IEEE Global Communications Conference, 2022

FPGA-based Trainable Autoencoder for Communication Systems.
Proceedings of the FPGA '22: The 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Virtual Event, USA, 27 February 2022, 2022

Artificial Neural Networks-Based Radar Remote Sensing to Estimate Geographical Information during Oil-Spills.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Embedded Face Recognition for Personalized Services in the Assistive Robotics.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

HALF: Holistic Auto Machine Learning for FPGAs.
Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021


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