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
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
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
Proceedings of the IEEE Global Communications Conference, 2022
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
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021
Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021