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Matthias Freiberger
Matthias Freiberger
Postdoctoral Researcher, University of Copenhagen
Verificeret mail på di.ku.dk
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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
962018
Photonic neuromorphic information processing and reservoir computing
A Lugnan, A Katumba, F Laporte, M Freiberger, S Sackesyn, C Ma, ...
APL Photonics 5 (2), 2020
762020
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
63*2023
A multiple-input strategy to efficient integrated photonic reservoir computing
A Katumba, M Freiberger, P Bienstman, J Dambre
Cognitive Computation 9, 307-314, 2017
532017
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
522018
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
372019
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
352018
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
172017
Anchor pruning for object detection
M Bonnaerens, M Freiberger, J Dambre
Computer Vision and Image Understanding 221, 103445, 2022
152022
A training algorithm for networks of high-variability reservoirs
M Freiberger, P Bienstman, J Dambre
Scientific reports 10 (1), 14451, 2020
142020
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
102023
Towards deep physical reservoir computing through automatic task decomposition and mapping
M Freiberger, P Bienstman, J Dambre
arXiv preprint arXiv:1910.13332, 2019
52019
Self-organized dynamic attractors in recurrent neural networks
B Vettelschoss, M Freiberger, J Dambre
ESANN2020, the European Symposium on Artificial Neural Networks …, 2020
32020
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
32019
Distance-Based Delays in Echo State Networks
S Iacob, M Freiberger, J Dambre
International Conference on Intelligent Data Engineering and Automated …, 2022
22022
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
22021
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
22018
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
12023
Hardware-aware mobile building block evaluation for computer vision
M Bonnaerens, M Freiberger, M Verhelst, J Dambre
Applied Sciences 12 (24), 12615, 2022
12022
Scaling up integrated photonic reservoirs towards low-power high-bandwidth computing
M Freiberger
Ghent University, 2020
12020
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Artikler 1–20