| 2009 | Recent advances in efficient learning of recurrent networks. | Barbara Hammer, Benjamin Schrauwen, Jochen J. Steil |
| 2009 | Projection of undirected and non-positional graphs using Self Organizing Maps. | Markus Hagenbuchner, Shujia Zhang, Ah Chung Tsoi, Alessandro Sperduti |
| 2009 | Learning reconstruction and prediction of natural stimuli by a population of spiking neurons. | Michael Gutmann, Aapo Hyvrinen |
| 2009 | Applying Mutual Information for Prototype or Instance Selection in Regression Problems. | Alberto Guilln, Luis Javier Herrera, Gins Rubio, Hctor Pomares, Amaury Lendasse, Ignacio Rojas |
| 2009 | Brain Computer Interface for Virtual Reality Control. | Christoph Guger, Clemens Holzner, Christoph Groenegress, Gnter Edlinger, Mel Slater |
| 2009 | Stimulus processing and unsupervised learning in autonomously active recurrent networks. | Claudius Gros, Gregor Kaczor |
| 2009 | Extracting fuzzy rules from "mental" images generated by a modified WISARD perceptron. | Bruno P. A. Grieco, Priscila Machado Vieira Lima, Massimo De Gregorio, Felipe Maia Galvo Frana |
| 2009 | Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics. | Cdric Gouy-Pailler, Jrmie Mattout, Marco Congedo, Christian Jutten |
| 2009 | A neural model for binocular vergence control without explicit calculation of disparity. | Agostino Gibaldi, Manuela Chessa, Andrea Canessa, Silvio P. Sabatini, Fabio Solari |
| 2009 | Median Variant of Fuzzy c-Means. | Tina Geweniger, Dietlind Zhlke, Barbara Hammer, Thomas Villmann |
| 2009 | A robust biologically plausible implementation of ICA-like learning. | Felipe Gerhard, Cristina Savin, Jochen Triesch |
| 2009 | Kernelizing Vector Quantization Algorithms. | Matthieu Geist, Olivier Pietquin, Gabriel Fricout |
| 2009 | Improving the transition modelling in hidden Markov models for ECG segmentation. | Benot Frnay, Gal de Lannoy, Michel Verleysen |
| 2009 | Reservoir computing for static pattern recognition. | Mark J. Embrechts, Lus A. Alexandre, Jonathan D. Linton |
| 2009 | Non-markovian process modelling with Echo State Networks. | Xavier Dutoit, Benjamin Schrauwen, Hendrik Van Brussel |
| 2009 | Oscillation in a network model of neocortex. | Wim van Drongelen, Hyong Lee, Amber Martell, Jennifer Dwyer, Rick Stevens, Mark Hereld |
| 2009 | Lukasiewicz fuzzy logic networks and their ultra low power hardware implementation. | Rafal Dlugosz, Witold Pedrycz |
| 2009 | Brain-Computer Interfaces: from theory to practice. | Dieter Devlaminck, Bart Wyns, Luc Boullart, Patrick Santens, Georges Otte |
| 2009 | Augmenting Information from Brain-Computer Interfaces through Bayesian Plan Recognition. | Eric Demeester, Alexander Hntemann, Jos del R. Milln, Hendrik Van Brussel |
| 2009 | Patch-based bilateral filter and local m-smoother for image denoising. | Arnaud de Decker, John Aldo Lee, Michel Verleysen |
| 2009 | Generalisation of action sequences in RNNPB networks with mirror properties. | Raymond H. Cuijpers, Floran Stuijt, Ida G. Sprinkhuizen-Kuyper |
| 2009 | Partially-supervised learning in Independent Factor Analysis. | Etienne Cme, Latifa Oukhellou, Patrice Aknin, Thierry Denoeux |
| 2009 | A neural network model of landmark recognition in the fiddler crab, Uca lactea. | Hyunggi Cho, DaeEun Kim |
| 2009 | On the huge benefit of quasi-random mutations for multimodal optimization with application to grid-based tuning of neurocontrollers. | Guillaume Chaslot, Jean-Baptiste Hoock, Fabien Teytaud, Olivier Teytaud |
| 2009 | A regression model with a hidden logistic process for signal parametrization. | Faicel Chamroukhi, Allou Sam, Grard Govaert, Patrice Aknin |