| 2007 | Self-organizing Maps of Spiking Neurons with Reduced Precision of Correlated Firing. | Francisco J. Veredas, Luis A. Martnez, Hctor Mesa |
| 2007 | Unbiased SVM Density Estimation with Application to Graphical Pattern Recognition. | Edmondo Trentin, Ernesto Di Iorio |
| 2007 | Stacking MF Networks to Combine the Outputs Provided by RBF Networks. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2007 | Averaged Conservative Boosting: Introducing a New Method to Build Ensembles of Neural Networks. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2007 | Input Selection for Radial Basis Function Networks by Constrained Optimization. | Jarkko Tikka |
| 2007 | Lateral and Elastic Interactions: Deriving One Form from Another. | Valery Tereshko |
| 2007 | A Computational Model of Metaphor Understanding Consisting of Two Processes. | Asuka Terai, Masanori Nakagawa |
| 2007 | Greedy KPCA in Biomedical Signal Processing. | Ana R. Teixeira, Ana Maria Tom, Elmar Wolfgang Lang |
| 2007 | The Usage of Golden Section in Calculating the Efficient Solution in Artificial Neural Networks Training by Multi-objective Optimization. | Roselito de Albuquerque Teixeira, Antnio de Pdua Braga, Rodney R. Saldanha, Ricardo H. C. Takahashi, Talles Henrique de Medeiros |
| 2007 | Error Reduction in Holographic Movies Using a Hybrid Learning Method in Coherent Neural Networks. | Chor Shen Tay, Ken Tanizawa, Akira Hirose |
| 2007 | A Novel Novelty Detector. | Neill R. Taylor, John G. Taylor |
| 2007 | Modelling the N2pc and Its Interaction with Value. | John G. Taylor, Nickolaos F. Fragopanagos |
| 2007 | Reinforcement Learning for Cooperative Actions in a Partially Observable Multi-agent System. | Yuki Taniguchi, Takeshi Mori, Shin Ishii |
| 2007 | Post Nonlinear Independent Subspace Analysis. | Zoltn Szab, Barnabs Pczos, Gbor Szirtes, Andrs Lrincz |
| 2007 | Spatiostructural Features for Recognition of Online Handwritten Characters in Devanagari and Tamil Scripts. | H. Swethalakshmi, C. Chandra Sekhar, V. Srinivasa Chakravarthy |
| 2007 | Resilient Approximation of Kernel Classifiers. | Thorsten Suttorp, Christian Igel |
| 2007 | An Analytical Model of Divisive Normalization in Disparity-Tuned Complex Cells. | Wolfgang Strzl, Hanspeter A. Mallot, Alois C. Knoll |
| 2007 | Estimation of Pointing Poses on Monocular Images with Neural Techniques - An Experimental Comparison. | Frank-Florian Steege, Christian Martin, Horst-Michael Gro |
| 2007 | Blind Matrix Decomposition Via Genetic Optimization of Sparseness and Nonnegativity Constraints. | Kurt Stadlthanner, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tom, Carlos Garca Puntonet |
| 2007 | Improving the Correlation Hunting in a Large Quantity of SOM Component Planes. | Miguel Arturo Barreto-Sanz, Andrs Prez-Uribe |
| 2007 | Inferring Cognition from fMRI Brain Images. | Diego Sona, Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo Avesani |
| 2007 | Rectangular Basis Functions Applied to Imbalanced Datasets. | Vicen Soler, Marta Prim |
| 2007 | Self-perturbation and Homeostasis in Embodied Recurrent Neural Networks: A Meta-model and Some Explorations with Mechanisms for Sensorimotor Coordination. | Jorge Simo |
| 2007 | Incremental One-Class Learning with Bounded Computational Complexity. | Rowland R. Sillito, Robert B. Fisher |
| 2007 | Control and Synchronization of Chaotic Neurons Under Threshold Activated Coupling. | Manish Dev Shrimali, Guoguang He, Sudeshna Sinha, Kazuyuki Aihara |