| 2009 | Neural network pruning for feature selection - Application to a P300 Brain-Computer Interface. | Hubert Cecotti, Axel Graeser |
| 2009 | Connection strategy and performance in sparsely connected 2D associative memory models with non-random images. | Lee Calcraft, Rod Adams, Neil Davey |
| 2009 | Zero phase-lag synchronization through short-term modulations. | Thomas Burwick |
| 2009 | Nonlinear Discriminative Data Visualization. | Kerstin Bunte, Barbara Hammer, Petra Schneider, Michael Biehl |
| 2009 | Adaptive Metrics for Content Based Image Retrieval in Dermatology. | Kerstin Bunte, Michael Biehl, Nicolai Petkov, Marcel F. Jonkman |
| 2009 | Supervised classification of categorical data with uncertain labels for DNA barcoding. | Charles Bouveyron, Stphane Girard, Madalina Olteanu |
| 2009 | Classification of high-dimensional data for cervical cancer detection. | Charles Bouveyron, Camille Brunet, Vincent Vigneron |
| 2009 | A robust hybrid DHMM-MLP modelling of financial crises measured by the WhIMS. | Christophe Boucher, Bertrand Maillet, Paul Merlin |
| 2009 | A wavelet-heterogeneous index of market shocks for assessing the magnitude of financial crises. | Christophe Boucher, Patrick Kouontchou, Bertrand Maillet, Raymond Hlne |
| 2009 | Studies on reservoir initialization and dynamics shaping in echo state networks. | Joschka Boedecker, Oliver Obst, Norbert Michael Mayer, Minoru Asada |
| 2009 | Dirichlet process-based component detection in state-space models. | Botond Bocsi, Lehel Csat |
| 2009 | Does dimensionality reduction improve the quality of motion interpolation? | Sebastian Bitzer, Stefan Klanke, Sethu Vijayakumar |
| 2009 | Multi-task Preference learning with Gaussian Processes. | Adriana Birlutiu, Perry Groot, Tom Heskes |
| 2009 | Machine Learning with Labeled and Unlabeled Data. | Tijl De Bie, Thiago Turchetti Maia, Antnio de Pdua Braga |
| 2009 | Heterogeneous mixture-of-experts for fusion of locally valid knowledge-based submodels. | Jrg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte |
| 2009 | Support vectors machines regression for estimation of mars surface physical properties. | Caroline Bernard-Michel, Sylvain Dout, Mathieu Fauvel, Laurent Gardes, Stphane Girard |
| 2009 | Exploring the impact of alternative feature representations on BCI classification. | Ali Bahramisharif, Marcel van Gerven, Tom Heskes |
| 2009 | Sparse differential connectivity graph of scalp EEG for epileptic patients. | Ladan Amini, Sophie Achard, Christian Jutten, Hamid Soltanian-Zadeh, Gholam-Ali Hossein-Zadeh, Olivier David, Laurent Vercueil |
| 2009 | Phenomenal weightless machines. | Igor Aleksander, Helen Morton |
| 2009 | A brief introduction to Weightless Neural Systems. | Igor Aleksander, Massimo De Gregorio, Felipe Maia Galvo Frana, Priscila Machado Vieira Lima, Helen Morton |
| 2009 | Reconciling neural fields to self-organization. | Lucian Alecu, Herv Frezza-Buet |
| 2009 | Supervised learning as preference optimization. | Fabio Aiolli, Alessandro Sperduti |
| 2008 | Improving a statistical language model by modulating the effects of context words. | Zhang Yuecheng, Andriy Mnih, Geoffrey E. Hinton |
| 2008 | Phase transitions in Vector Quantization. | Aree Witoelar, Anarta Ghosh, Michael Biehl |
| 2008 | Machine learning approches and pattern recognition for spectral data. | Thomas Villmann, Erzsbet Mernyi, Udo Seiffert |