| 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 | 735 | 2011 |
| Optoelectronic reservoir computing Y Paquot, F Duport, A Smerieri, J Dambre, B Schrauwen, M Haelterman, ... Scientific reports 2 (1), 1-6, 2012 | 490 | 2012 |
| 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 | 487 | 2015 |
| 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 | 391 | 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 | 347 | 2016 |
| 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 | 181 | 2018 |
| Information processing capacity of dynamical systems J Dambre, D Verstraeten, B Schrauwen, S Massar Scientific reports 2 (1), 1-7, 2012 | 180 | 2012 |
| 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 | 142 | 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 | 139 | 2011 |
| 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 | 101 | 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 | 89 | 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 | 74 | 2010 |
| A differentiable physics engine for deep learning in robotics J Degrave, M Hermans, J Dambre Frontiers in neurorobotics 13, 6, 2019 | 72 | 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 | 69 | 2012 |
| 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 | 46 | 2008 |
| Photonic delay systems as machine learning implementations M Hermans, MC Soriano, J Dambre, P Bienstman, I Fischer Massachusetts Institute of Technology, 2015 | 43 | 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 | 42 | 2007 |
| 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 | 40 | 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), 1-8, 2015 | 37 | 2015 |
| 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 | 37 | 2013 |
Benjamin SchrauwenProfessor of Machine Learning, Ghent UniversityVerified email at ugent.be
