Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. ir. Joni Dambre

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

Work address: Technologiepark Zwijnaarde 126
9052 Zwijnaarde
Email: Joni.Dambre@UGent.be
ORCID iD: 0000-0002-9373-1210

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- Journal Article
- open access
Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout

Chonghuai Ma (UGent) , Floris Laporte (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) SCIENTIFIC REPORTS. 11(1).
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- Conference Paper
cREAtIve: Reconfigurable Embedded Artificial Intelligence

Poona Bahrebar (UGent) , Leon Denis, Maxim Bonnaerens (UGent) , Kristof Coddens, Joni Dambre (UGent) , Wouter Favoreel, Illia Khvastunov, Adrian Munteanu, Hung Nguyen-Duc, Stefan Schulte, et al.

(2021) Proceedings of the 18th ACM International Conference on Computing Frontiers. p.194-199
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Effect of compliance on morphological control of dynamic locomotion with HyQ

Gabriel Urbain (UGent) , Victor Barasuol, Claudio Semini, Joni Dambre (UGent) and Francis wyffels (UGent)

(2021) AUTONOMOUS ROBOTS. 45(3). p.421-434
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Analysis of attention in child-robot interaction among children diagnosed with cognitive impairment

Luthffi Ismail (UGent) , Fazah Akhtar Hanapiah, Tony Belpaeme (UGent) , Joni Dambre (UGent) and Francis wyffels (UGent)

(2021) INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS. 13(2). p.141-152
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- Conference Paper
- C1
- open access
Stance control inspired by cerebellum stabilizes reflex-based locomotion on HyQ robot

Gabriel Urbain (UGent) , Victor Barasuol, Claudio Semini, Joni Dambre (UGent) and Francis wyffels (UGent)

(2020) 2020 IEEE International Conference on Robotics and Automation (ICRA). In Proceedings (IEEE International Conference on Robotics and Automation) p.6127-6133
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- Journal Article
- A1
- open access
Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry

Alessio Lugnan (UGent) , Emmanuel Gooskens (UGent) , Jeremy Vatin, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2020) SCIENTIFIC REPORTS. 10(1).
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- Journal Article
- A1
- open access
A training algorithm for networks of high-variability reservoirs

Matthias Freiberger (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2020) SCIENTIFIC REPORTS. 10(1).
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- Conference Paper
- C3
- open access
PyTorch-Hebbian : facilitating local learning in a deep learning framework

Jules Talloen, Alexander Vandesompele (UGent) and Joni Dambre (UGent)

(2020) Beyond backpropagation : novel ideas for training neural architectures : workshop at NeurIPS, Abstracts.
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Self-organized dynamic attractors in recurrent neural networks

Benedikt Vettelschoss (UGent) , Matthias Freiberger (UGent) and Joni Dambre (UGent)

(2020) ESANN 2020, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Proceediings. p.585-590
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Photonic reservoir computing

Floris Laporte (UGent) , Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Chonghuai Ma (UGent) , Stijn Sackesyn (UGent) , Emmanuel Gooskens (UGent) , Alessio Lugnan (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2020) Photonic Integration Week, Abstracts.

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