Benjamin Schrauwen
According to our database1,
Benjamin Schrauwen
authored at least 97 papers
between 2005 and 2018.
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Bibliography
2018
Oncilla Robot: A Versatile Open-Source Quadruped Research Robot With Compliant Pantograph Legs.
Frontiers Robotics AI, 2018
Oncilla robot: a versatile open-source quadruped research robot with compliant pantograph legs.
CoRR, 2018
2015
On Learning Navigation Behaviors for Small Mobile Robots With Reservoir Computing Architectures.
IEEE Trans. Neural Networks Learn. Syst., 2015
2014
Nanophotonic Reservoir Computing With Photonic Crystal Cavities to Generate Periodic Patterns.
IEEE Trans. Neural Networks Learn. Syst., 2014
Neural Comput., 2014
The student-t mixture as a natural image patch prior with application to image compression.
J. Mach. Learn. Res., 2014
Comput. Aided Civ. Infrastructure Eng., 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
2013
A Unified Probabilistic Approach to Improve Spelling in an Event-Related Potential-Based Brain-Computer Interface.
IEEE Trans. Biomed. Eng., 2013
Optimized Parameter Search for Large Datasets of the Regularization Parameter and Feature Selection for Ridge Regression.
Neural Process. Lett., 2013
Event management for large scale event-driven digital hardware spiking neural networks.
Neural Networks, 2013
Reservoir computing and extreme learning machines for non-linear time-series data analysis.
Neural Networks, 2013
Frontiers Comput. Neurosci., 2013
Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks.
Eng. Appl. Artif. Intell., 2013
Artif. Life, 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Proceedings of the INTERSPEECH 2013, 2013
The spectral radius remains a valid indicator of the Echo state property for large reservoirs.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Content feature based bit rate modelling for scalable video coding using machine learning algorithms.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
2012
IEEE Trans. Neural Networks Learn. Syst., 2012
Learning slow features with reservoir computing for biologically-inspired robot localization.
Neural Networks, 2012
Neural Comput., 2012
J. Mach. Learn. Res., 2012
Proceedings of the From Animals to Animats 12, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Training Restricted Boltzmann Machines with Multi-tempering: Harnessing Parallelization.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
2011
IEEE Trans. Neural Networks, 2011
Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing.
Artif. Intell. Medicine, 2011
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
2010
Neural Comput., 2010
Connectivity, Dynamics, and Memory in Reservoir Computing with Binary and Analog Neurons.
Neural Comput., 2010
A comparative study of Reservoir Computing strategies for monthly time series prediction.
Neurocomputing, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
One step Backpropagation Through Time for learning input mapping in reservoir computing applied to speech recognition.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Supervised learning of internal models for autonomous goal-oriented robot navigation using Reservoir Computing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
Extending reservoir computing with random static projections: a hybrid between extreme learning and RC.
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
2009
Accelerating Event-Driven Simulation of Spiking Neurons with Multiple Synaptic Time Constants.
Neural Comput., 2009
Towards Autonomous Self-localization of Small Mobile Robots using Reservoir Computing and Slow Feature Analysis.
Proceedings of the IEEE International Conference on Systems, 2009
Proceedings of the Artificial Neural Networks, 2009
Unsupervised Learning in Reservoir Computing: Modeling Hippocampal Place Cells for Small Mobile Robots.
Proceedings of the Artificial Neural Networks, 2009
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
Modular reservoir computing networks for imitation learning of multiple robot behaviors.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2009
2008
Neural Networks, 2008
Neural Networks, 2008
Modeling multiple autonomous robot behaviors and behavior switching with a single reservoir computing network.
Proceedings of the IEEE International Conference on Systems, 2008
Imitation Learning of an Intelligent Navigation System for Mobile Robots Using Reservoir Computing.
Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008
Proceedings of the Optical Super Computing, First International Workshop, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008
Real-Time Epileptic Seizure Detection on Intra-cranial Rat Data Using Reservoir Computing.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008
2007
Generative Modeling of Autonomous Robots and their Environments using Reservoir Computing.
Neural Process. Lett., 2007
Neurocomputing, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
The Introduction of Time-Scales in Reservoir Computing, Applied to Isolated Digits Recognition.
Proceedings of the Artificial Neural Networks, 2007
Event Detection and Localization in Mobile Robot Navigation Using Reservoir Computing.
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Artificial Neural Networks, 2006
Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic.
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
2005
Inf. Process. Lett., 2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
Proceedings of the 2005 Design, 2005