Benjamin Schrauwen

Computer Science · Physical Sciences

48h-index12.9kcitations197works0.02yr avg
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Research Topics

Neural Networks and Reservoir Computing(112), Advanced Memory and Neural Computing(94), Neural dynamics and brain function(67), Neural Networks and Applications(45), Optical Network Technologies(24)

Publications197 total

Dynamic Stopping in a Calibration-less P300 Speller
Ghent University Academic Bibliography (Ghent University)·2020· 9 citedOpen Access
Switching Characters Between Stimuli Improves P300 Speller Accuracy
Ghent University Academic Bibliography (Ghent University)·2020Open Access
Transferring Unsupervised Adaptive Classifiers Between Users Of A Spatial Auditory Brain-Computer Interface
Ghent University Academic Bibliography (Ghent University)·2020· 1 citedOpen Access
ON DIFFERENT LEARNING APPROACHES WITH ECHO STATE NETWORKS FOR LOCALIZATION OF SMALL MOBILE ROBOTS
2016Open Access
Experiments With Reservoir Computing On The Road Sign Problem
2016· 7 citedOpen Access
Learning Navigation Attractors For Mobile Robots With Reinforcement Learning And Reservoir Computing
2016· 1 cited
Laser Direct Structuring – 3D Schaltungsträger für Elektromechanische Anwendungen
VDI Verlag eBooks·2016
Sign Language Recognition Using Convolutional Neural Networks
Lecture notes in computer science·2015· 475 cited
Factoring Variations in Natural Images with Deep Gaussian Mixture Models
Ghent University Academic Bibliography (Ghent University)·2014· 74 citedOpen Access
Transfer Learning By Supervised Pre-Training For Audio-Based Music Classification.
Ghent University Academic Bibliography (Ghent University)·2014· 64 citedOpen Access
True Zero-Training Brain-Computer Interfacing – An Online Study
PLoS ONE·2014· 79 citedOpen Access
Design and control of compliant tensegrity robots through simulation and hardware validation
Journal of The Royal Society Interface·2014· 258 citedOpen Access
On Learning Navigation Behaviors for Small Mobile Robots With Reservoir Computing Architectures
IEEE Transactions on Neural Networks and Learning Systems·2014· 76 citedOpen Access
Integrating dynamic stopping, transfer learning and language models in an adaptive zero-training ERP speller
Journal of Neural Engineering·2014· 98 citedOpen Access
End-to-end learning for music audio
2014· 362 cited
Toward Unified Hybrid Simulation Techniques for Spiking Neural Networks
Neural Computation·2014· 7 cited
Experimental demonstration of reservoir computing on a silicon photonics chip
Nature Communications·2014· 845 citedOpen Access
Reservoir computing on nanophotonic chips
IEICE Proceeding Series·2014
Information processing with recurrent dynamical systems: theory, characterization and experiment.
IEICE Proceeding Series·2014
Frequency modulation of large oscillatory neural networks
Biological Cybernetics·2014· 20 citedOpen Access
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Frequent Co-authors

David Verstraeten(12), Joni Dambre(8), Dirk Stroobandt(8), Jan Van Campenhout(8), D. Verstraeten(7), Sander Dieleman(6), Peter Bienstman(6), Thomas Van Vaerenbergh(4), Martin Fiers(4), Michiel Hermans(4), Francis wyffels(4), Michiel D’Haene(3), Aäron van den Oord(3), Kristof Vandoorne(3), Pieter-Jan Kindermans(3), Ken Caluwaerts(3), Eric Aislan Antonelo(3), Serge Massar(2), Pauline Mechet(2), Geert Morthier(2)