prof. dr. ir. Joni Dambre

Faculty of Engineering and Architecture > Department of Electronics and information systems

ORCID iD: 0000-0002-9373-1210

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- Journal Article
- A1
- open access
Signbuddy : from sign language research to scalable co-created solutions

Toon Vandendriessche (UGent) , Caro Brosens, Hannes De Durpel (UGent) , Mathieu De Coster (UGent) and Joni Dambre (UGent)

(2026) UNIVERSAL ACCESS IN THE INFORMATION SOCIETY. 25(2).
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- Journal Article
- A1
- open access
Reshaping reservoirs with unsupervised Hebbian adaptation

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2025) NATURE COMMUNICATIONS. 17(1).
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- Miscellaneous
- open access
Reshaping reservoirs with hebbian plasticity : unsupervised adaptation that works

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2025) Research Square.
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- Conference Paper
- C3
Explicit electrons in machine learning potentials

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

(2025) ML4SPEC25, Abstracts.
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- Conference Paper
- P1
Human alignment : how much do we adapt to LLMs?

Tanguy Cazalets (UGent) , Ruben Janssens (UGent) , Tony Belpaeme (UGent) and Joni Dambre (UGent)

(2025) PROCEEDINGS OF THE 63RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 2 : SHORT PAPERS. p.603-613
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- Conference Paper
- P1
Word synchronization challenge : a benchmark for word association responses for large language models

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2025) HUMAN-COMPUTER INTERACTION, HCI 2025, PT V. In Lecture Notes in Computer Science 15770. p.3-19
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- Miscellaneous
- open access
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)

(2025) UNIVERSAL ACCESS IN THE INFORMATION SOCIETY. In 24 1. p.953-957
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- Book Chapter
Een heldere kijk op artificiële intelligentie, machinelearning en Large Language Models

Joni Dambre (UGent)

(2024) Geneeskunde in tijden van AI : handvatten voor vandaag en morgen. p.21-48
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Memory-non-linearity trade-off in distance-based delay networks

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

(2024) BIOMIMETICS. 9(12).
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- Book Chapter
Sign languages as source language for machine translation : historical overview and challenges

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

(2024) Sign language machine translation. In Machine translation : technologies and applications 5. p.171-198
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- Journal Article
- A2
- open access
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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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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- Journal Article
- A1
- open access
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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- Conference Paper
- C3
Physical constraints on polarization and charge transport in machine-learning potentials

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

(2023) Designing the future : electro-, photo- and thermo-chemical water splitting, Abstracts.
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- C1
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New insights on homeostatic activity-dependent structural plasticity in rate based neural networks

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2023) 2023 International Conference on Neuromorphic, Natural and Physical Computing, Proceedings.
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- Conference Paper
- C3
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Homeostatic activity-dependent structural plasticity in rate based neural networks for reacher input combination

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2023) Bernstein Conference 2023, Abstracts.
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- C1
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A bio-inspired model for audio processing

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2023) 2023 RIVF International Conference on Computing and Communication Technologies (RIVF). p.458-463
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- Journal Article
- A1
Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression

Muhammed Gouda Ahmed Gouda (UGent) , Alessio Lugnan (UGent) , Joni Dambre (UGent) , Gerd van den Branden, Christoph Posch and Peter Bienstman (UGent)

(2023) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 29(2).
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- P1
- open access
Photonic reservoir computing for wavelength multiplexed nonlinear fiber distortion mitigation

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

(2023) 2023 IEEE SILICON PHOTONICS CONFERENCE, SIPHOTONICS. In IEEE International Conference on Group IV Photonics
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Experimental results on nonlinear distortion compensation using photonic reservoir computing with a single set of weights for different wavelengths

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

(2023) SCIENTIFIC REPORTS. 13(1).

Academic Bibliography

prof. dr. ir. Joni Dambre

Signbuddy : from sign language research to scalable co-created solutions

Reshaping reservoirs with unsupervised Hebbian adaptation

Reshaping reservoirs with hebbian plasticity : unsupervised adaptation that works

Explicit electrons in machine learning potentials

Human alignment : how much do we adapt to LLMs?

Word synchronization challenge : a benchmark for word association responses for large language models

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

Een heldere kijk op artificiële intelligentie, machinelearning en Large Language Models

Memory-non-linearity trade-off in distance-based delay networks

Sign languages as source language for machine translation : historical overview and challenges

A photonics perspective on computing with physical substrates

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

Physical constraints on polarization and charge transport in machine-learning potentials

New insights on homeostatic activity-dependent structural plasticity in rate based neural networks

Homeostatic activity-dependent structural plasticity in rate based neural networks for reacher input combination

A bio-inspired model for audio processing

Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression

Photonic reservoir computing for wavelength multiplexed nonlinear fiber distortion mitigation

Experimental results on nonlinear distortion compensation using photonic reservoir computing with a single set of weights for different wavelengths

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