Joni Dambre
Joni Dambre
Full professor, Ghent University
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Information processing using a single dynamical node as complex system
L Appeltant, MC Soriano, G Van der Sande, J Danckaert, S Massar, ...
Nature communications 2 (1), 468, 2011
Rotation-invariant convolutional neural networks for galaxy morphology prediction
S Dieleman, KW Willett, J Dambre
Monthly notices of the royal astronomical society 450 (2), 1441-1459, 2015
Optoelectronic reservoir computing
Y Paquot, F Duport, A Smerieri, J Dambre, B Schrauwen, M Haelterman, ...
Scientific reports 2 (1), 287, 2012
Experimental demonstration of reservoir computing on a silicon photonics chip
K Vandoorne, P Mechet, T Van Vaerenbergh, M Fiers, G Morthier, ...
Nature communications 5 (1), 3541, 2014
Deep dynamic neural networks for multimodal gesture segmentation and recognition
D Wu, L Pigou, PJ Kindermans, NDH Le, L Shao, J Dambre, JM Odobez
IEEE transactions on pattern analysis and machine intelligence 38 (8), 1583-1597, 2016
Fast face-swap using convolutional neural networks
I Korshunova, W Shi, J Dambre, L Theis
Proceedings of the IEEE international conference on computer vision, 3677-3685, 2017
Information processing capacity of dynamical systems
J Dambre, D Verstraeten, B Schrauwen, S Massar
Scientific reports 2 (1), 514, 2012
Beyond temporal pooling: Recurrence and temporal convolutions for gesture recognition in video
L Pigou, A Van Den Oord, S Dieleman, M Van Herreweghe, J Dambre
International Journal of Computer Vision 126, 430-439, 2018
Parallel reservoir computing using optical amplifiers
K Vandoorne, J Dambre, D Verstraeten, B Schrauwen, P Bienstman
IEEE transactions on neural networks 22 (9), 1469-1481, 2011
A differentiable physics engine for deep learning in robotics
J Degrave, M Hermans, J Dambre, F Wyffels
Frontiers in neurorobotics 13, 6, 2019
Cascadable excitability in microrings
T Van Vaerenbergh, M Fiers, P Mechet, T Spuesens, R Kumar, G Morthier, ...
Optics express 20 (18), 20292-20308, 2012
Leveraging robotics research for children with autism: a review
LI Ismail, T Verhoeven, J Dambre, F Wyffels
International Journal of Social Robotics 11, 389-410, 2019
Memory versus non-linearity in reservoirs
D Verstraeten, J Dambre, X Dutoit, B Schrauwen
The 2010 international joint conference on neural networks (IJCNN), 1-8, 2010
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
Optoelectronic FPGAs
J Van Campenhout, H Van Marck, J Depreitere, J Dambre
IEEE Journal of Selected topics in quantum electronics 5 (2), 306-315, 1999
Time-domain and frequency-domain modeling of nonlinear optical components at the circuit-level using a node-based approach
M Fiers, T Van Vaerenbergh, K Caluwaerts, DV Ginste, B Schrauwen, ...
JOSA B 29 (5), 896-900, 2012
Sign language recognition with transformer networks
M De Coster, M Van Herreweghe, J Dambre
Proceedings of the Twelfth Language Resources and Evaluation Conference …, 2020
Numerical demonstration of neuromorphic computing with photonic crystal cavities
F Laporte, A Katumba, J Dambre, P Bienstman
Optics express 26 (7), 7955-7964, 2018
Photonic neuromorphic information processing and reservoir computing
A Lugnan, A Katumba, F Laporte, M Freiberger, S Sackesyn, C Ma, ...
APL Photonics 5 (2), 2020
Excitability in optically injected microdisk lasers with phase controlled excitatory and inhibitory response
K Alexander, T Van Vaerenbergh, M Fiers, P Mechet, J Dambre, ...
Optics express 21 (22), 26182-26191, 2013
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Artículos 1–20