ML Anthology

Schrauwen, Benjamin

11 publications

NeurIPS 2014 Factoring Variations in Natural Images with Deep Gaussian Mixture Models Aaron van den Oord, Benjamin Schrauwen
ECCVW 2014 Sign Language Recognition Using Convolutional Neural Networks Lionel Pigou, Sander Dieleman, Pieter-Jan Kindermans, Benjamin Schrauwen
JMLR 2014 The Student-T Mixture as a Natural Image Patch Prior with Application to Image Compression Aäron van den Oord, Benjamin Schrauwen
NeurIPS 2013 Deep Content-Based Music Recommendation Aaron van den Oord, Sander Dieleman, Benjamin Schrauwen
JMLR 2013 Training Energy-Based Models for Time-Series Imputation Philémon Brakel, Dirk Stroobandt, Benjamin Schrauwen
NeurIPS 2013 Training and Analysing Deep Recurrent Neural Networks Michiel Hermans, Benjamin Schrauwen
NeurIPS 2012 A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling Pieter-jan Kindermans, Hannes Verschore, David Verstraeten, Benjamin Schrauwen
NeurIPS 2012 Analog Readout for Optical Reservoir Computers Anteo Smerieri, François Duport, Yvon Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar
MLOSS 2012 Oger: Modular Learning Architectures for Large-Scale Sequential Processing David Verstraeten, Benjamin Schrauwen, Sander Dieleman, Philemon Brakel, Pieter Buteneers, Dejan Pecevski
NeurIPS 2010 Phoneme Recognition with Large Hierarchical Reservoirs Fabian Triefenbach, Azarakhsh Jalalvand, Benjamin Schrauwen, Jean-pierre Martens
NeurIPS 2008 On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing Benjamin Schrauwen, Lars Buesing, Robert A. Legenstein