| 2009 | Cerebellum and spatial cognition: A connectionist approach. | Jean-Baptiste Passot, Laure Rondi-Reig, Angelo Arleo |
| 2009 | On the routing complexity of neural network models - Rent's Rule revisited. | Johannes Partzsch, Ren Schffny |
| 2009 | Quantum RAM Based Neural Netoworks. | Wilson Rosa de Oliveira |
| 2009 | The Possibility of Single-trial Classification of Viewed Characters using EEG Waveforms. | Minoru Nakayama, Hiroshi Abe |
| 2009 | Monotonic Recurrent Bounded Derivative Neural Network. | Alexey Minin, Bernhard Lang |
| 2009 | Improving BAS committee performance with a semi-supervised approach. | Ruy Luiz Milidi, Julio Cesar Duarte |
| 2009 | A faster model selection criterion for OP-ELM and OP-KNN: Hannan-Quinn criterion. | Yoan Miche, Amaury Lendasse |
| 2009 | X-SOM and L-SOM: a nested approach for missing value imputation. | Paul Merlin, Antti Sorjamaa, Bertrand Maillet, Amaury Lendasse |
| 2009 | Multiclass brain computer interface based on visual attention. | Rolando Grave de Peralta Menendez, Jorge Dias, Jos Augusto Prado, Hadi Aliakbarpour, Sara Gonzlez Andino |
| 2009 | Efficient voting prediction for pairwise multilabel classification. | Eneldo Loza Menca, Sang-Hyeun Park, Johannes Frnkranz |
| 2009 | The Use of ANN for Turbo Engine Applications. | Ren Meier, Lars Frank Groe, Franz Joos |
| 2009 | Application of SVM for cell recognition in BCC skin pathology. | Tomasz Markiewicz, Stanislaw Osowski, Cezary Jochymski, Joanna Narbutt, Wojciech Kozlowski |
| 2009 | Transformations for variational factor analysis to speed up learning. | Jaakko Luttinen, Alexander Ilin, Tapani Raiko |
| 2009 | FPGA-based enhanced probabilistic convergent weightless Network for human Iris recognition. | Pierre Lorrentz, Gareth Howells, Klaus D. McDonald-Maier |
| 2009 | A Variational Approach to Semi-Supervised Clustering. | Peng Li, Yiming Ying, Colin Campbell |
| 2009 | Decoding finger flexion using amplitude modulation from band-specific ECoG. | Nanying Liang, Laurent Bougrain |
| 2009 | Adaptive anisotropic denoising: a bootstrapped procedure. | John Aldo Lee, Arnaud de Decker, Michel Verleysen |
| 2009 | Self-organising map for large scale processes monitoring. | Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre |
| 2009 | Rosen's projection method for SVM training. | Jorge Lpez Lzaro, Jos R. Dorronsoro |
| 2009 | Supervised variable clustering for classification of NIR spectra. | Catherine Krier, Damien Franois, Fabrice Rossi, Michel Verleysen |
| 2009 | Spline-based neuro-fuzzy Kolmogorov's network for time series prediction. | Vitaliy Kolodyazhniy |
| 2009 | Hardware Implementation Issues of the Neighborhood Mechanism in Kohonen Self Organized Feature Maps. | Marta Kolasa, Rafal Dlugosz |
| 2009 | Gaussian Mixture Models for multiclass problems with performance constraints. | Nisrine Jrad, Edith Grall-Mas, Pierre Beauseroy |
| 2009 | Sparse support vector machines by kernel discriminant analysis. | Kazuki Iwamura, Shigeo Abe |
| 2009 | Simultaneous Clustering and Segmentation for Functional Data. | Bernard Hugueney, Georges Hbrail, Yves Lechevallier, Fabrice Rossi |