Benjamin Schrauwen
Benjamin Schrauwen
Professor of Machine Learning, Ghent University
Verified email at ugent.be
TitleCited byYear
Deep content-based music recommendation
A Van den Oord, S Dieleman, B Schrauwen
Advances in neural information processing systems, 2643-2651, 2013
7112013
An experimental unification of reservoir computing methods
D Verstraeten, B Schrauwen, M d’Haene, D Stroobandt
Neural networks 20 (3), 391-403, 2007
6442007
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, 468, 2011
5212011
Optoelectronic reservoir computing
Y Paquot, F Duport, A Smerieri, J Dambre, B Schrauwen, M Haelterman, ...
Scientific reports 2, 287, 2012
3702012
An overview of reservoir computing: theory, applications and implementations
B Schrauwen, D Verstraeten, J Van Campenhout
Proceedings of the 15th european symposium on artificial neural networks. p …, 2007
3012007
Training and analysing deep recurrent neural networks
M Hermans, B Schrauwen
Advances in neural information processing systems, 190-198, 2013
2972013
Experimental demonstration of reservoir computing on a silicon photonics chip
K Vandoorne, P Mechet, T Van Vaerenbergh, M Fiers, G Morthier, ...
Nature communications 5, 3541, 2014
2642014
End-to-end learning for music audio
S Dieleman, B Schrauwen
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
2232014
Isolated word recognition with the liquid state machine: a case study
D Verstraeten, B Schrauwen, D Stroobandt, J Van Campenhout
Information Processing Letters 95 (6), 521-528, 2005
2202005
Reservoir computing trends
M Lukoševičius, H Jaeger, B Schrauwen
KI-Künstliche Intelligenz 26 (4), 365-371, 2012
1942012
Improving reservoirs using intrinsic plasticity
B Schrauwen, M Wardermann, D Verstraeten, JJ Steil, D Stroobandt
Neurocomputing 71 (7-9), 1159-1171, 2008
1712008
Design and control of compliant tensegrity robots through simulation and hardware validation
K Caluwaerts, J Despraz, A Işçen, AP Sabelhaus, J Bruce, B Schrauwen, ...
Journal of the royal society interface 11 (98), 20140520, 2014
1652014
Toward optical signal processing using photonic reservoir computing
K Vandoorne, W Dierckx, B Schrauwen, D Verstraeten, R Baets, ...
Optics express 16 (15), 11182-11192, 2008
1432008
Sign language recognition using convolutional neural networks
L Pigou, S Dieleman, PJ Kindermans, B Schrauwen
European Conference on Computer Vision, 572-578, 2014
1342014
Information processing capacity of dynamical systems
J Dambre, D Verstraeten, B Schrauwen, S Massar
Scientific reports 2, 514, 2012
1222012
Using topic models for twitter hashtag recommendation
F Godin, V Slavkovikj, W De Neve, B Schrauwen, R Van de Walle
Proceedings of the 22nd International Conference on World Wide Web, 593-596, 2013
1202013
Connectivity, dynamics, and memory in reservoir computing with binary and analog neurons
L Büsing, B Schrauwen, R Legenstein
Neural computation 22 (5), 1272-1311, 2010
1172010
Compact hardware liquid state machines on FPGA for real-time speech recognition
B Schrauwen, M D’Haene, D Verstraeten, J Van Campenhout
Neural networks 21 (2-3), 511-523, 2008
1162008
Audio-based music classification with a pretrained convolutional network
S Dieleman, P Brakel, B Schrauwen
12th International Society for Music Information Retrieval Conference (ISMIR …, 2011
1132011
Phoneme recognition with large hierarchical reservoirs
F Triefenbach, A Jalalvand, B Schrauwen, JP Martens
Advances in neural information processing systems, 2307-2315, 2010
1122010
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