Articoli con mandati relativi all'accesso pubblico - Benjamin SchrauwenUlteriori informazioni
Non disponibili pubblicamente: 8
Locomotion without a brain: physical reservoir computing in tensegrity structures
K Caluwaerts, M D'Haene, D Verstraeten, B Schrauwen
Artificial life 19 (1), 35-66, 2013
Mandati: Research Foundation (Flanders)
Memory in linear recurrent neural networks in continuous time
M Hermans, B Schrauwen
Neural Networks 23 (3), 341-355, 2010
Mandati: Research Foundation (Flanders)
The introduction of time-scales in reservoir computing, applied to isolated digits recognition
B Schrauwen, J Defour, D Verstraeten, J Van Campenhout
Artificial Neural Networks–ICANN 2007: 17th International Conference, Porto …, 2007
Mandati: Research Foundation (Flanders)
Band-pass reservoir computing
F Wyffels, B Schrauwen, D Verstraeten, D Stroobandt
2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008
Mandati: Research Foundation (Flanders)
Effects of architecture choices on sparse coding in speech recognition
F O’Donnell, F Triefenbach, JP Martens, B Schrauwen
Artificial Neural Networks and Machine Learning–ICANN 2012: 22nd …, 2012
Mandati: Research Foundation (Flanders)
Infinite sparse threshold unit networks
M Hermans, B Schrauwen
Artificial Neural Networks and Machine Learning–ICANN 2012: 22nd …, 2012
Mandati: Research Foundation (Flanders)
Content feature based bit rate modelling for scalable video coding using machine learning algorithms
R Bailleul, J De Cock, P Lambert, R Van de Walle, B Schrauwen
2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 1-4, 2013
Mandati: Research Foundation (Flanders)
Computing using delayed feedback systems: towards photonics
L Appeltant, MC Soriano, G Van der Sande, J Danckaert, S Massar, ...
Nonlinear Optics and Applications VI 8434, 383-388, 2012
Mandati: Research Foundation (Flanders), Government of Spain
Disponibili pubblicamente: 55
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
Mandati: Research Foundation (Flanders), Government of Spain
An experimental unification of reservoir computing methods
D Verstraeten, B Schrauwen, M d’Haene, D Stroobandt
Neural networks 20 (3), 391-403, 2007
Mandati: Research Foundation (Flanders)
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
Mandati: European Commission
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
Mandati: Research Foundation (Flanders)
Improving reservoirs using intrinsic plasticity
B Schrauwen, M Wardermann, D Verstraeten, JJ Steil, D Stroobandt
Neurocomputing 71 (7-9), 1159-1171, 2008
Mandati: Research Foundation (Flanders)
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
Mandati: Research Foundation (Flanders)
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
Mandati: Research Foundation (Flanders)
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
Mandati: Austrian Science Fund, Research Foundation (Flanders)
Cascadable excitability in microrings
T Van Vaerenbergh, M Fiers, P Mechet, T Spuesens, R Kumar, G Morthier, ...
Optics express 20 (18), 20292-20308, 2012
Mandati: Research Foundation (Flanders)
Integrating dynamic stopping, transfer learning and language models in an adaptive zero-training ERP speller
PJ Kindermans, M Tangermann, KR Müller, B Schrauwen
Journal of neural engineering 11 (3), 035005, 2014
Mandati: German Research Foundation
Event detection and localization for small mobile robots using reservoir computing
EA Antonelo, B Schrauwen, D Stroobandt
Neural Networks 21 (6), 862-871, 2008
Mandati: Research Foundation (Flanders)
Recurrent kernel machines: Computing with infinite echo state networks
M Hermans, B Schrauwen
Neural Computation 24 (1), 104-133, 2012
Mandati: Research Foundation (Flanders)
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