| 2007 | Multi-dimensional Recurrent Neural Networks. | Alex Graves, Santiago Fernndez, Jrgen Schmidhuber |
| 2007 | Spectral Measures for Kernel Matrices Comparison. | Javier Gonzlez, Alberto Muoz |
| 2007 | Fuzzy Labeled Self-organizing Map with Kernel-Based Topographic Map Formation. | Ivn Machn Gonzlez, Hilario Lpez Garca |
| 2007 | A Three-Stage Approach Based on the Self-organizing Map for Satellite Image Classification. | Mrcio Leandro Gonalves, Mrcio Luiz De Andrade Netto, Jos Alfredo F. Costa |
| 2007 | A MLP Solver for First and Second Order Partial Differential Equations. | Slawomir Golak |
| 2007 | Color Object Recognition in Real-World Scenes. | Alexander Rainer Tassilo Gepperth, Britta Mersch, Jannik Fritsch, Christian Goerick |
| 2007 | No-Reference Quality Assessment of JPEG Images by Using CBP Neural Networks. | Paolo Gastaldo, Giovanni Parodi, Judith Redi, Rodolfo Zunino |
| 2007 | Accelerating Kernel Perceptron Learning. | Daniel Garca, Ana M. Gonzlez, Jos R. Dorronsoro |
| 2007 | SpikeStream: A Fast and Flexible Simulator of Spiking Neural Networks. | David Gamez |
| 2007 | Modeling of Dynamics Using Process State Projection on the Self Organizing Map. | Juan J. Fuertes-Martnez, Miguel A. Prada, Manuel Domnguez-Gonzlez, Perfecto Reguera-Acevedo, Ignacio Daz Blanco, Abel Alberto Cuadrado Vega |
| 2007 | MaxSet: An Algorithm for Finding a Good Approximation for the Largest Linearly Separable Set. | Leonardo Franco, Jos Luis Subirats, Jos M. Jerez |
| 2007 | Neural Learning Algorithms Based on Mappings: The Case of the Unitary Group of Matrices. | Simone G. O. Fiori |
| 2007 | Forecasting Portugal Global Load with Artificial Neural Networks. | Jos Nuno Fidalgo, Manuel A. Matos |
| 2007 | Improved SOM Learning Using Simulated Annealing. | Antonino Fiannaca, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo, Alfonso Urso |
| 2007 | An Application of Recurrent Neural Networks to Discriminative Keyword Spotting. | Santiago Fernndez, Alex Graves, Jrgen Schmidhuber |
| 2007 | Some Properties of the Gaussian Kernel for One Class Learning. | Paul F. Evangelista, Mark J. Embrechts, Boleslaw K. Szymanski |
| 2007 | SimBa: A Fuzzy Similarity-Based Modelling Framework for Large-Scale Cerebral Networks. | Julien Erny, Josette Pastor, Henri Prade |
| 2007 | Automated Text Categorization Based on Readability Fingerprints. | Mark J. Embrechts, Jonathan D. Linton, Walter F. L. Bogaerts, Bram Heyns, Paul F. Evangelista |
| 2007 | A Novel and Efficient Method for Testing Non Linear Separability. | David A. Elizondo, Juan Miguel Ortiz-de-Lazcano-Lobato, Ralph Birkenhead |
| 2007 | Impact of Shrinking Technologies on the Activation Function of Neurons. | Ralf Eickhoff, Tim Kaulmann, Ulrich Rckert |
| 2007 | Template Matching for Large Transformations. | Julian Eggert, Chen Zhang, Edgar Krner |
| 2007 | Model Reference Control Using CMAC Neural Networks. | Alpaslan Duysak, Abdurrahman Unsal, Jeffrey L. Schiano |
| 2007 | Learning Temporally Stable Representations from Natural Sounds: Temporal Stability as a General Objective Underlying Sensory Processing. | Armin Duff, Reto Wyss, Paul F. M. J. Verschure |
| 2007 | An Online Backpropagation Algorithm with Validation Error-Based Adaptive Learning Rate. | Stefan Duffner, Christophe Garcia |
| 2007 | Towards Understanding of Natural Language: Neurocognitive Inspirations. | Wlodzislaw Duch, Pawel Matykiewicz, John Pestian |