| Human action recognition with a large-scale brain-inspired photonic computer P Antonik, N Marsal, D Brunner, D Rontani Nature Machine Intelligence 1 (11), 530-537, 2019 | 137 | 2019 |
| Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronization and cryptography P Antonik, M Gulina, J Pauwels, S Massar Physical Review E 98 (1), 012215, 2018 | 91 | 2018 |
| Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization. P Antonik, F Duport, M Hermans, A Smerieri, M Haelterman, S Massar IEEE transactions on neural networks and learning systems, 2016 | 84 | 2016 |
| Brain-Inspired Photonic Signal Processor for Generating Periodic Patterns and Emulating Chaotic Systems P Antonik, M Haelterman, S Massar Physical Review Applied 7 (5), 054014, 2017 | 73 | 2017 |
| Large-Scale Spatiotemporal Photonic Reservoir Computer for Image Classification P Antonik, N Marsal, D Rontani IEEE Journal of Selected Topics in Quantum Electronics 26 (1), 1-12, 2019 | 51 | 2019 |
| FPGA implementation of reservoir computing with online learning P Antonik, A Smerieri, F Duport, M Haelterman, S Massar 24th Belgian-Dutch Conference on Machine Learning, 2015 | 34 | 2015 |
| Towards pattern generation and chaotic series prediction with photonic reservoir computers P Antonik, M Hermans, F Duport, M Haelterman, S Massar Real-time Measurements, Rogue Events, and Emerging Applications 9732, 21-32, 2016 | 32 | 2016 |
| Embodiment of Learning in Electro-Optical Signal Processors M Hermans, P Antonik, M Haelterman, S Massar Physical Review Letters 117 (12), 128301, 2016 | 30 | 2016 |
| Application of FPGA to Real‐Time Machine Learning: Hardware Reservoir Computers and Software Image Processing P Antonik Springer, 2018 | 29 | 2018 |
| Bayesian optimisation of large-scale photonic reservoir computers P Antonik, N Marsal, D Brunner, D Rontani Cognitive Computation, 1-9, 2021 | 21 | 2021 |
| Online Training for High-Performance Analogue Readout Layers in Photonic Reservoir Computers P Antonik, M Haelterman, S Massar Cognitive Computation, 1-10, 2017 | 20 | 2017 |
| Online training of an opto-electronic reservoir computer P Antonik, F Duport, A Smerieri, M Hermans, M Haelterman, S Massar Neural Information Processing: 22nd International Conference, ICONIP 2015 …, 2015 | 13 | 2015 |
| Impact of optical coherence on the performance of large-scale spatiotemporal photonic reservoir computing systems RM Nguimdo, P Antonik, N Marsal, D Rontani Optics Express 28 (19), 27989-28005, 2020 | 12 | 2020 |
| Automated Coronary Plaque Characterization With Intravascular Optical Coherence Tomography and Smart-Algorithm Approach: Virtual Histology OCT V Baruah, A Zahedivash, T Hoyt, A McElroy, D Vela, LM Buja, A Cabe, ... JACC: Cardiovascular Imaging 13 (8), 1848-1850, 2020 | 11 | 2020 |
| Random pattern and frequency generation using a photonic reservoir computer with output feedback P Antonik, M Hermans, M Haelterman, S Massar Neural Processing Letters 47, 1041-1054, 2018 | 10 | 2018 |
| Photonic reservoir computer with output feedback for chaotic time series prediction P Antonik, M Hermans, M Haelterman, S Massar 2017 International Joint Conference on Neural Networks (IJCNN), 2407-2413, 2017 | 9 | 2017 |
| High speed human action recognition using a photonic reservoir computer E Picco, P Antonik, S Massar Neural Networks 165, 662-675, 2023 | 7 | 2023 |
| Towards adjustable signal generation with photonic reservoir computers P Antonik, M Hermans, M Haelterman, S Massar Artificial Neural Networks and Machine Learning–ICANN 2016: 25th …, 2016 | 7 | 2016 |
| Spying on chaos-based cryptosystems with reservoir computing P Antonik, M Gulina, J Pauwels, D Rontani, M Haelterman, S Massar 2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018 | 6 | 2018 |
| Towards autonomous photonic reservoir computer based on frequency parallelism of neurons A Akrout, P Antonik, M Haelterman, S Massar Real-time Measurements, Rogue Phenomena, and Single-Shot Applications II …, 2017 | 5 | 2017 |
Serge MassarUniversité libre de BruxellesVerified email at ulb.ac.be
