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EmuNoC: Hybrid Emulation for Fast and Flexible Network-on-Chip Prototyping on FPGAs2022 International Conference on Field Programmable Logic and Applications (FPL) conference-paper Computer Science Interconnection Networks and Systems
Yee Yang Tan, Felix Staudigl, Lukas Jünger, Anna Drewes, Rainer Leupers, Jan Moritz Joseph
2citations -
NUMA balancing hampering performance of spiking network simulations2026 arXiv (Cornell University) preprint Computer Science Parallel Computing and Optimization Techniques Open access
Melissa Lober, Alp Inangu, Gorka Peraza Coppola, D. Terhorst, Sebastian Gillessen, Jan Vogelsang, +6 more
0citations -
Decentralized Automatic Modulation Classification Method Based on Lightweight Neural Network2022 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) conference-paper Computer Science Wireless Signal Modulation Classification
Biao Dong, Guozhen Xu, Xue Gang Fu, Heng Dong, Guan Gui, Haris Gacanin, +1 more
6citations -
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Moein Heidari, Reza Azad, Sina Ghorbani Kolahi, René Arimond, Leon Niggemeier, Alaa Sulaiman, +5 more
2citations -
Advancing Network Monitoring with Packet-Level Records and Selective Flow Aggregation2025 IEEE Network Operations and Management Symposium (NOMS) conference-paper Computer Science Network Packet Processing and Optimization
Ina Berenice Fink, Ike Kunze, Pascal Hein, Jan Pennekamp, Benjamin Standaert, Klaus Wehrle, +1 more
4citations -
SPArch: A Hardware-oriented Sketch-based Architecture for High-speed Network Flow Measurements2024 ACM Transactions on Privacy and Security article Computer Science Network Packet Processing and Optimization Open access
Arish Sateesan, Jo Vliegen, Simon Scherrer, Hsu‐Chun Hsiao, Adrian Perrig, Nele Mentens
3citations -
Speed Records in Network Flow Measurement on FPGA2021 International Conference on Field Programmable Logic and Applications (FPL) conference-paper Computer Science Network Packet Processing and Optimization Open access
Arish Sateesan, Jo Vliegen, Simon Scherrer, Hsu‐Chun Hsiao, Adrian Perrig, Nele Mentens
12citations -
Enhanced reservoir computing for robust optical network monitoring: a case study on modulation format identification2025 Smart Photonic and Optoelectronic Integrated Circuits conference-paper Computer Science Neural Networks and Reservoir Computing
Mahdi Kaveh, Guillermo von Hünefeld, Enes Şeker, Joseph Hopfmüller, Pooyan Safari, Rijil Thomas, +6 more
0citations -
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression2021 IEEE Journal on Selected Areas in Communications article Computer Science Wireless Signal Modulation Classification
Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Otsuki Ohtsuki, Octavia A. Dobre, H. Vincent Poor
300citations -
Neural network training under semidefinite constraints2022 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Computer Science Stochastic Gradient Optimization Techniques cited by 1 patent
Patricia Pauli, Niklas Funcke, Dennis Gramlich, Mohamed Amine Msalmi, Frank Allgöwer
10citations -
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems2020 arXiv (Cornell University) preprint Computer Science Numerical Methods and Algorithms Open access
Suresh Nambi, Salim Ullah, Siva Satyendra Sahoo, Aditya Lohana, Farhad Merchant, Akash S. Kumar
4citations -
Exploring the Search Space of Neural Network Combinations obtained with Efficient Model Stitching2024 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Neural Network Applications Open access
Arthur Guijt, Dirk Thierens, Tanja Alderliesten, Peter A. N. Bosman
1citations