All-optical reservoir computing on a photonic chip using silicon-based ring resonators F Denis-Le Coarer, M Sciamanna, A Katumba, M Freiberger, J Dambre, ... IEEE Journal of Selected Topics in Quantum Electronics 24 (6), 1-8, 2018 | 94 | 2018 |
Photonic neuromorphic information processing and reservoir computing A Lugnan, A Katumba, F Laporte, M Freiberger, S Sackesyn, C Ma, ... APL Photonics 5 (2), 2020 | 71 | 2020 |
MarioGPT: Open-Ended Text2Level Generation through Large Language Models S Sudhakaran, M González-Duque, C Glanois, M Freiberger, E Najarro, ... https://arxiv.org/abs/2302.05981, 2023 | 55* | 2023 |
Neuromorphic computing based on silicon photonics and reservoir computing A Katumba, M Freiberger, F Laporte, A Lugnan, S Sackesyn, C Ma, ... IEEE Journal of Selected Topics in Quantum Electronics 24 (6), 1-10, 2018 | 52 | 2018 |
A multiple-input strategy to efficient integrated photonic reservoir computing A Katumba, M Freiberger, P Bienstman, J Dambre Cognitive Computation 9, 307-314, 2017 | 51 | 2017 |
Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs M Freiberger, S Sackesyn, C Ma, A Katumba, P Bienstman, J Dambre IEEE Journal of Selected Topics in Quantum Electronics 26 (1), 1-11, 2019 | 36 | 2019 |
Training passive photonic reservoirs with integrated optical readout M Freiberger, A Katumba, P Bienstman, J Dambre IEEE transactions on neural networks and learning systems 30 (7), 1943-1953, 2018 | 35 | 2018 |
On-chip passive photonic reservoir computing with integrated optical readout M Freiberger, A Katumba, P Bienstman, J Dambre 2017 IEEE International Conference on Rebooting Computing (ICRC), 1-4, 2017 | 17 | 2017 |
Anchor pruning for object detection M Bonnaerens, M Freiberger, J Dambre Computer Vision and Image Understanding 221, 103445, 2022 | 15 | 2022 |
A training algorithm for networks of high-variability reservoirs M Freiberger, P Bienstman, J Dambre Scientific reports 10 (1), 14451, 2020 | 14 | 2020 |
Prompt-guided level generation S Sudhakaran, M González-Duque, C Glanois, M Freiberger, E Najarro, ... Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 8 | 2023 |
Towards deep physical reservoir computing through automatic task decomposition and mapping M Freiberger, P Bienstman, J Dambre arXiv preprint arXiv:1910.13332, 2019 | 5 | 2019 |
Self-organized dynamic attractors in recurrent neural networks B Vettelschoss, M Freiberger, J Dambre ESANN2020, the European Symposium on Artificial Neural Networks …, 2020 | 3 | 2020 |
Neuromorphic information processing using silicon photonics P Bienstman, J Dambre, A Katumba, M Freiberger, F Laporte, A Lugnan, ... Active Photonic Platforms XI 11081, 49-55, 2019 | 3 | 2019 |
Distance-Based Delays in Echo State Networks S Iacob, M Freiberger, J Dambre International Conference on Intelligent Data Engineering and Automated …, 2022 | 2 | 2022 |
Computing with integrated photonic reservoirs J Dambre, A Katumba, C Ma, S Sackesyn, F Laporte, M Freiberger, ... Reservoir Computing: Theory, Physical Implementations, and Applications, 397-419, 2021 | 2 | 2021 |
Photonic reservoir computing: a brain-inspired approach for information processing P Bienstman, J Dambre, A Katumba, M Freiberger, F Laporte, A Lugnan Optical Fiber Communication Conference, M4F. 4, 2018 | 2 | 2018 |
CLIPMasterPrints: Fooling Contrastive Language-Image Pre-training Using Latent Variable Evolution M Freiberger, P Kun, AS Løvlie, S Risi arXiv preprint arXiv:2307.03798, 2023 | 1 | 2023 |
Hardware-aware mobile building block evaluation for computer vision M Bonnaerens, M Freiberger, M Verhelst, J Dambre Applied Sciences 12 (24), 12615, 2022 | 1 | 2022 |
Scaling up integrated photonic reservoirs towards low-power high-bandwidth computing M Freiberger Ghent University, 2020 | 1 | 2020 |