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QS4D: Quantization‐Aware Training for Efficient Hardware Deployment of Structured State‐Space Sequential Models2026 Advanced Intelligent Systems article Computer Science Advanced Neural Network Applications Open access
Sebastian Siegel, Ming-Jay Yang, Younes Bouhadjar, Maxime Fabre, Emre Neftci, John Paul Strachan
1citations -
Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Internet Traffic Analysis and Secure E-voting cited by 1 patent
Zhimin He, Jie Yin, Yu Wang, Guan Gui, Bamidele Adebisi, Tomoaki Otsuki Ohtsuki, +2 more
57citations -
A Lightweight Decentralized-Learning-Based Automatic Modulation Classification Method for Resource-Constrained Edge Devices2022 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification
Biao Dong, Yuchao Liu, Guan Gui, Xue Gang Fu, Heng Dong, Bamidele Adebisi, +2 more
52citations -
Design Principles for Lifelong Learning AI Accelerators2023 RWTH Publications (RWTH Aachen) article Computer Science Advanced Neural Network Applications Open access
Dhireesha Kudithipudi, Anurag Reddy Daram, Abdullah M. Zyarah, Fatima Tuz Zohora, James B. Aimone, Ángel Yanguas-Gil, +6 more
1citations -
Parallel Golomb-Rice Decoder with 8-bit Unary Decoding for Weight Compression in TinyML Applications2023 Euromicro Conference on Digital System Design (DSD) conference-paper Computer Science Advanced Data Compression Techniques
Mounika Vaddeboina, Endri Kaja, Alper Yilmayer, Sebastian Siegfried Prebeck, Wolfgang Ecker
2citations -
The Φ-Sat-1 Mission: The First On-Board Deep Neural Network Demonstrator for Satellite Earth Observation2021 IEEE Transactions on Geoscience and Remote Sensing article Computer Science Advanced Neural Network Applications Open access
Gianluca Giuffrida, Luca Fanucci, Gabriele Meoni, Matej Batič, Léonie Buckley, Aubrey K. Dunne, +6 more
223citations -
Two-stage automated diagnosis framework for urogenital schistosomiasis in microscopy images from low-resource settings2023 Journal of medical imaging article Computer Science Digital Imaging for Blood Diseases Open access
Prosper Oyibo, Brice Meulah, Michel Bengtson, Lisette van Lieshout, Wellington Aghoghovwia Oyibo, Jan Carel Diehl, +2 more
12citations -
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 -
Toward ubiquitous surgical assistance services via private 5G infrastructure2026 International Journal of Computer Assisted Radiology and Surgery article Computer Science IoT and Edge/Fog Computing Open access
Philipp Schollmaier, Benjamin Hohlmann, Noah Wickel, Ha Uyen Nguyen, Okan Yılmaz, Alisa Kovler, +4 more
0citations