Joni Dambre
Cited by
Cited by
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), 1-6, 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), 1-6, 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), 1-6, 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
Information processing capacity of dynamical systems
J Dambre, D Verstraeten, B Schrauwen, S Massar
Scientific reports 2 (1), 1-7, 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 (2), 430-439, 2018
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
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
Frontiers in neurorobotics 13, 6, 2019
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
Cascadable excitability in microrings
T Van Vaerenbergh, M Fiers, P Mechet, T Spuesens, R Kumar, G Morthier, ...
Optics express 20 (18), 20292-20308, 2012
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
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
Leveraging robotics research for children with autism: a review
LI Ismail, T Verhoeven, J Dambre, F Wyffels
International Journal of Social Robotics 11 (3), 389-410, 2019
Rent's rule and parallel programs: characterizing network traffic behavior
W Heirman, J Dambre, D Stroobandt, J Van Campenhout
Proceedings of the 2008 international workshop on System level interconnect …, 2008
Nanophotonic reservoir computing with photonic crystal cavities to generate periodic patterns
MAA Fiers, T Van Vaerenbergh, F Wyffels, D Verstraeten, B Schrauwen, ...
IEEE transactions on neural networks and learning systems 25 (2), 344-355, 2013
Photonic delay systems as machine learning implementations
M Hermans, MC Soriano, J Dambre, P Bienstman, I Fischer
Massachusetts Institute of Technology, 2015
Trainable hardware for dynamical computing using error backpropagation through physical media
M Hermans, M Burm, T Van Vaerenbergh, J Dambre, P Bienstman
Nature communications 6 (1), 1-8, 2015
Systematic simulation-based predictive synthesis of integrated optical interconnect
I O'Connor, F Tissafi-Drissi, F Gaffiot, J Dambre, M De Wilde, ...
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 15 (8), 927-940, 2007
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