| 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 | 1287 | 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 | 802 | 2015 |
| Optoelectronic reservoir computing Y Paquot, F Duport, A Smerieri, J Dambre, B Schrauwen, M Haelterman, ... Scientific reports 2 (1), 287, 2012 | 754 | 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 | 715 | 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 | 507 | 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 | 357 | 2017 |
| Information processing capacity of dynamical systems J Dambre, D Verstraeten, B Schrauwen, S Massar Scientific reports 2 (1), 1-7, 2012 | 323 | 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 | 292 | 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 | 214 | 2011 |
| A differentiable physics engine for deep learning in robotics J Degrave, M Hermans, J Dambre Frontiers in neurorobotics, 6, 2019 | 179 | 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 | 114 | 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 | 100 | 2010 |
| 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 | 97 | 1999 |
| 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 | 92 | 2019 |
| 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 | 80 | 2012 |
| 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 | 75 | 2018 |
| 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 | 65 | 2013 |
| 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), 6729, 2015 | 63 | 2015 |
| Numerical demonstration of neuromorphic computing with photonic crystal cavities F Laporte, A Katumba, J Dambre, P Bienstman Optics express 26 (7), 7955-7964, 2018 | 61 | 2018 |
| Gesture and sign language recognition with temporal residual networks L Pigou, M Van Herreweghe, J Dambre Proceedings of the IEEE International Conference on Computer Vision …, 2017 | 60 | 2017 |
Benjamin SchrauwenProfessor of Machine Learning, Ghent UniversityVerified email at ugent.be
