Search results for "Benjamin Schrauwen"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Eric A. Antonelo, Benjamin Schrauwen	Learning slow features with reservoir computing for biologically-inspired robot localization.	Neural Networks	2012	DBLP DOI BibTeX RDF
1	Michiel Hermans, Benjamin Schrauwen	Recurrent Kernel Machines: Computing with Infinite Echo State Networks.	Neural Computation	2012	DBLP DOI BibTeX RDF
1	Pieter Buteneers, David Verstraeten, Pieter van Mierlo, Tine Wyckhuys, Dirk Stroobandt, Robrecht Raedt, Hans Hallez, Benjamin Schrauwen	Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing.	Artificial Intelligence in Medicine	2011	DBLP DOI BibTeX RDF
1	Kristof Vandoorne, Joni Dambre, David Verstraeten, Benjamin Schrauwen, Peter Bienstman	Parallel Reservoir Computing Using Optical Amplifiers.	IEEE Transactions on Neural Networks	2011	DBLP DOI BibTeX RDF
1	Yvan Paquot, François Duport, Anteo Smerieri, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar	Optoelectronic Reservoir Computing	CoRR	2011	DBLP BibTeX RDF
1	Sander Dieleman, Philemon Brakel, Benjamin Schrauwen	Audio-based Music Classification with a Pretrained Convolutional Network.	ISMIR	2011	DBLP BibTeX RDF
1	Tim Waegeman, Benjamin Schrauwen	Towards Learning Inverse Kinematics with a Neural Network Based Tracking Controller.	ICONIP	2011	DBLP DOI BibTeX RDF
1	Michiel Hermans, Benjamin Schrauwen	Memory in linear recurrent neural networks in continuous time.	Neural Networks	2010	DBLP DOI BibTeX RDF
1	Michiel D'Haene, Benjamin Schrauwen	Fast and Exact Simulation Methods Applied on a Broad Range of Neuron Models.	Neural Computation	2010	DBLP DOI BibTeX RDF
1	Lars Büsing, Benjamin Schrauwen, Robert A. Legenstein	Connectivity, Dynamics, and Memory in Reservoir Computing with Binary and Analog Neurons.	Neural Computation	2010	DBLP DOI BibTeX RDF
1	Francis Wyffels, Benjamin Schrauwen	A comparative study of Reservoir Computing strategies for monthly time series prediction.	Neurocomputing	2010	DBLP DOI BibTeX RDF
1	Eric A. Antonelo, Benjamin Schrauwen	Supervised learning of internal models for autonomous goal-oriented robot navigation using Reservoir Computing.	ICRA	2010	DBLP DOI BibTeX RDF
1	John Butcher, David Verstraeten, Benjamin Schrauwen, Charles Day, Peter Haycock	Extending reservoir computing with random static projections: a hybrid between extreme learning and RC.	ESANN	2010	DBLP BibTeX RDF
1	Yoan Miche, Benjamin Schrauwen, Amaury Lendasse	Machine Learning Techniques based on Random Projections.	ESANN	2010	DBLP BibTeX RDF
1	Michiel Hermans, Benjamin Schrauwen	One step Backpropagation Through Time for learning input mapping in reservoir computing applied to speech recognition.	ISCAS	2010	DBLP DOI BibTeX RDF
1	Michiel Hermans, Benjamin Schrauwen	Memory in reservoirs for high dimensional input.	IJCNN	2010	DBLP DOI BibTeX RDF
1	David Verstraeten, Joni Dambre, Xavier Dutoit, Benjamin Schrauwen	Memory versus non-linearity in reservoirs.	IJCNN	2010	DBLP DOI BibTeX RDF
1	Fabian Triefenbach, Azarakhsh Jalalvand, Benjamin Schrauwen, Jean-Pierre Martens	Phoneme Recognition with Large Hierarchical Reservoirs.	NIPS	2010	DBLP BibTeX RDF
1	Michiel D'Haene, Benjamin Schrauwen, Jan Van Campenhout, Dirk Stroobandt	Accelerating Event-Driven Simulation of Spiking Neurons with Multiple Synaptic Time Constants.	Neural Computation	2009	DBLP DOI BibTeX RDF
1	Xavier Dutoit, Benjamin Schrauwen, Jan Van Campenhout, Dirk Stroobandt, Hendrik Van Brussel, Marnix Nuttin	Pruning and regularization in reservoir computing.	Neurocomputing	2009	DBLP DOI BibTeX RDF
1	Tim Waegeman, Eric A. Antonelo, Francis Wyffels, Benjamin Schrauwen	Modular reservoir computing networks for imitation learning of multiple robot behaviors.	CIRA	2009	DBLP DOI BibTeX RDF
1	Eric A. Antonelo, Benjamin Schrauwen	Towards Autonomous Self-localization of Small Mobile Robots using Reservoir Computing and Slow Feature Analysis.	SMC	2009	DBLP DOI BibTeX RDF
1	Eric A. Antonelo, Benjamin Schrauwen	Unsupervised Learning in Reservoir Computing: Modeling Hippocampal Place Cells for Small Mobile Robots.	ICANN	2009	DBLP DOI BibTeX RDF	Reservoir computing, slow feature analysis, place cells
1	David Verstraeten, Benjamin Schrauwen	On the Quantification of Dynamics in Reservoir Computing.	ICANN	2009	DBLP DOI BibTeX RDF
1	Xavier Dutoit, Benjamin Schrauwen, Hendrik Van Brussel	Non-markovian process modelling with Echo State Networks.	ESANN	2009	DBLP BibTeX RDF
1	Barbara Hammer, Benjamin Schrauwen, Jochen J. Steil	Recent advances in efficient learning of recurrent networks.	ESANN	2009	DBLP BibTeX RDF
1	Eric A. Antonelo, Benjamin Schrauwen, Dirk Stroobandt	Event detection and localization for small mobile robots using reservoir computing.	Neural Networks	2008	DBLP DOI BibTeX RDF
1	Benjamin Schrauwen, Michiel D'Haene, David Verstraeten, Jan M. Van Campenhout	Compact hardware liquid state machines on FPGA for real-time speech recognition.	Neural Networks	2008	DBLP DOI BibTeX RDF
1	Benjamin Schrauwen, Marion Wardermann, David Verstraeten, Jochen J. Steil, Dirk Stroobandt	Improving reservoirs using intrinsic plasticity.	Neurocomputing	2008	DBLP DOI BibTeX RDF
1	Kristof Vandoorne, Wouter Dierckx, Benjamin Schrauwen, David Verstraeten, Peter Bienstman, Roel Baets, Jan M. Van Campenhout	Photonic Reservoir Computing with Coupled Semiconductor Optical Amplifiers.	OSC	2008	DBLP DOI BibTeX RDF
1	Eric A. Antonelo, Benjamin Schrauwen, Dirk Stroobandt	Mobile robot control in the road sign problem using Reservoir Computing networks.	ICRA	2008	DBLP DOI BibTeX RDF
1	Francis Wyffels, Benjamin Schrauwen, Dirk Stroobandt	Stable Output Feedback in Reservoir Computing Using Ridge Regression.	ICANN	2008	DBLP DOI BibTeX RDF
1	Pieter Buteneers, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt	Real-Time Epileptic Seizure Detection on Intra-cranial Rat Data Using Reservoir Computing.	ICONIP	2008	DBLP DOI BibTeX RDF
1	Xavier Dutoit, Benjamin Schrauwen, Jan M. Van Campenhout, Dirk Stroobandt, Hendrik Van Brussel, Marnix Nuttin	Pruning and Regularisation in Reservoir Computing: a First Insight.	ESANN	2008	DBLP BibTeX RDF
1	Eric A. Antonelo, Benjamin Schrauwen, Dirk Stroobandt	Imitation Learning of an Intelligent Navigation System for Mobile Robots Using Reservoir Computing.	SBRN	2008	DBLP DOI BibTeX RDF
1	Francis Wyffels, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt	Band-pass Reservoir Computing.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Benjamin Schrauwen, Lars Buesing, Robert A. Legenstein	On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing.	NIPS	2008	DBLP BibTeX RDF
1	David Verstraeten, Benjamin Schrauwen, Michiel D'Haene, Dirk Stroobandt	An experimental unification of reservoir computing methods.	Neural Networks	2007	DBLP DOI BibTeX RDF
1	Benjamin Schrauwen, Jan Van Campenhout	Linking non-binned spike train kernels to several existing spike train metrics.	Neurocomputing	2007	DBLP DOI BibTeX RDF
1	Eric A. Antonelo, Benjamin Schrauwen, Jan M. Van Campenhout	Generative Modeling of Autonomous Robots and their Environments using Reservoir Computing.	Neural Processing Letters	2007	DBLP DOI BibTeX RDF	Reservoir computing, Map learning, T-maze task, Road sign problem, Generative modeling, Path generation
1	Eric A. Antonelo, Benjamin Schrauwen, Xavier Dutoit, Dirk Stroobandt, Marnix Nuttin	Event Detection and Localization in Mobile Robot Navigation Using Reservoir Computing.	ICANN	2007	DBLP DOI BibTeX RDF
1	Benjamin Schrauwen, Jeroen Defour, David Verstraeten, Jan M. Van Campenhout	The Introduction of Time-Scales in Reservoir Computing, Applied to Isolated Digits Recognition.	ICANN	2007	DBLP DOI BibTeX RDF
1	David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt	Adapting reservoir states to get Gaussian distributions.	ESANN	2007	DBLP BibTeX RDF
1	Bertrand Fontaine, Herbert Peremans, Benjamin Schrauwen	Bat echolocation modelling using spike kernels with Support Vector Regression.	ESANN	2007	DBLP BibTeX RDF
1	Benjamin Schrauwen, David Verstraeten, Jan M. Van Campenhout	An overview of reservoir computing: theory, applications and implementations.	ESANN	2007	DBLP BibTeX RDF
1	Benjamin Schrauwen, Michiel D'Haene, David Verstraeten, Jan M. Van Campenhout	Compact hardware for real-time speech recognition using a Liquid State Machine.	IJCNN	2007	DBLP DOI BibTeX RDF
1	Michiel D'Haene, Benjamin Schrauwen, Dirk Stroobandt	Accelerating Event Based Simulation for Multi-synapse Spiking Neural Networks.	ICANN	2006	DBLP DOI BibTeX RDF
1	Benjamin Schrauwen, Jan M. Van Campenhout	Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic.	ESANN	2006	DBLP BibTeX RDF
1	Benjamin Schrauwen, Jan M. Van Campenhout	Linking non-binned spike train kernels to several existing spike train metrics.	ESANN	2006	DBLP BibTeX RDF
1	David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt	Reservoir-based techniques for speech recognition.	IJCNN	2006	DBLP BibTeX RDF
1	Benjamin Schrauwen, Jan M. Van Campenhout	Backpropagation for Population-Temporal Coded Spiking Neural Networks.	IJCNN	2006	DBLP DOI BibTeX RDF
1	David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt, Jan Van Campenhout	Isolated word recognition with the Liquid State Machine: a case study.	Inf. Process. Lett.	2005	DBLP DOI BibTeX RDF
1	David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt	Isolated word recognition using a Liquid State Machine.	ESANN	2005	DBLP BibTeX RDF
1	Hendrik Eeckhaut, Harald Devos, Benjamin Schrauwen, Mark Christiaens, Dirk Stroobandt	A Hardware-Friendly Wavelet Entropy Codec for Scalable Video.	DATE	2005	DBLP DOI BibTeX RDF

Publications of "Benjamin Schrauwen" ( http://dblp.L3S.de/Authors/Benjamin_Schrauwen )