Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. ir. Joni Dambre

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Integrated photonic reservoir computing with an all-optical readout

Chonghuai Ma (UGent) , Joris Van Kerrebrouck (UGent) , Hong Deng, Stijn Sackesyn, Emmanuel Gooskens, Bing Bai, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2023) OPTICS EXPRESS. 31(21). p.34843-34854
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SignON : sign language translation : progress and challenges

Vincent Vandeghinste, Dimitar Shterionov, Mirella De Sisto, Aoife Brady, Mathieu De Coster (UGent) , Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Paolo Scipioni, Aditya Parikh, et al.

(2023) Proceedings of the 24th Annual Conference of the European Association for Machine Translation. p.501-502
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Trends and challenges for sign language recognition with machine learning

J. Fink, Mathieu De Coster (UGent) , Joni Dambre (UGent) and B. Frénay

(2023) ESANN 2023, 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Proceedings. p.561-570
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An homeostatic activity-dependent structural plasticity algorithm for richer input combination

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2023) 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN. In IEEE International Joint Conference on Neural Networks (IJCNN)
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Querying a sign language dictionary with videos using dense vector search

Mathieu De Coster (UGent) and Joni Dambre (UGent)

(2023) 2023 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING WORKSHOPS, ICASSPW.
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Learned thresholds token merging and pruning for vision transformers

Maxim Bonnaerens and Joni Dambre (UGent)

(2023) TRANSACTIONS ON MACHINE LEARNING RESEARCH. 2023(08). p.1-16
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Delay-sensitive local plasticity in echo state networks

Stefan-Teodor Iacob (UGent) , Spyridon Chavlis, Panayiota Poirazi and Joni Dambre (UGent)

(2023) 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN. In IEEE International Joint Conference on Neural Networks (IJCNN)
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Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers-Kronig receiver

Sarah Masaad (UGent) , Emmanuel Gooskens, Stijn Sackesyn, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2023) NANOPHOTONICS. 12(5). p.925-935
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A physically sound basis for polarization in machine-learning force fields

Maarten Cools-Ceuppens (UGent) , Joni Dambre (UGent) and Toon Verstraelen (UGent)

(2022) Theory, and Computation of Energy Materials, Institute seminar at the Forschungszentrum Jülich's IEK-13, Abstracts.
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Physically sound long-range interactions in machine-learning potentials

Maarten Cools-Ceuppens (UGent) , Joni Dambre (UGent) and Toon Verstraelen (UGent)

(2022) Twelfth triennial congress of the World Association of Theoretical and Computational Chemists, WATOC 2020.

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