Ghent University Academic Bibliography

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Machine translation from signed to spoken languages : state of the art and challenges (01 Apr, 10.1007/s10209-023-00992-1, 2023)

Mathieu De Coster (UGent) , Dimitar Shterionov, Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2024) UNIVERSAL ACCESS IN THE INFORMATION SOCIETY.
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- Journal Article
- A1
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Exploiting signal propagation delays to match task memory requirements in reservoir computing

Stefan-Teodor Iacob (UGent) and Joni Dambre (UGent)

(2024) BIOMIMETICS. 9(6).
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Machine translation from signed to spoken languages : state of the art and challenges

Mathieu De Coster (UGent) , Dimitar Shterionov, Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2024) UNIVERSAL ACCESS IN THE INFORMATION SOCIETY. 23(3). p.1305-1331
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- Journal Article
- A2
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A photonics perspective on computing with physical substrates

S. Abreu, I. Boikov, M. Goldmann, T. Jonuzi, A. Lupo, Sarah Masaad (UGent) , L. Nguyen, E. Picco, G. Pourcel, A. Skalli, et al.

(2024) REVIEWS IN PHYSICS. 12.
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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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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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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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Integrated photonic reservoir computing with an all-optical readout

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

(2023) OPTICS EXPRESS. 31(21). p.34843-34854
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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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Learned thresholds token merging and pruning for vision transformers

Maxim Bonnaerens (UGent) and Joni Dambre (UGent)

(2023) TRANSACTIONS ON MACHINE LEARNING RESEARCH.

Academic Bibliography

Machine translation from signed to spoken languages : state of the art and challenges (01 Apr, 10.1007/s10209-023-00992-1, 2023)

Exploiting signal propagation delays to match task memory requirements in reservoir computing

Machine translation from signed to spoken languages : state of the art and challenges

A photonics perspective on computing with physical substrates

An homeostatic activity-dependent structural plasticity algorithm for richer input combination

Delay-sensitive local plasticity in echo state networks

Querying a sign language dictionary with videos using dense vector search

Integrated photonic reservoir computing with an all-optical readout

Trends and challenges for sign language recognition with machine learning

Learned thresholds token merging and pruning for vision transformers

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