| 2007 | Tuning L1-SVM Hyperparameters with Modified Radius Margin Bounds and Simulated Annealing. | Javier Acevedo, Saturnino Maldonado-Bascn, Philip Siegmann, Sergio Lafuente-Arroyo, Pedro Gil-Jimnez |
| 2005 | Dynamical Random Neural Network Approach to a Problem of Optimal Resource Allocation. | YongJun Zhong, DonChuan Sun, Jianjun Wu |
| 2005 | Global Exponential Stability Analysis in Cellular Neural Networks with Time-Varying Coefficients and Delays. | Qiang Zhang, Dongsheng Zhou, Xiaopeng Wei, Jin Xu |
| 2005 | Smart Sensing with Adaptive Analog Circuits. | Guillermo Zatorre, Nicols J. Medrano-Marqus, Santiago Celma, Bonifacio Martn-del-Bro, Antonio Bono-Nuez |
| 2005 | Joint Kernel Maps. | Jason Weston, Bernhard Schlkopf, Olivier Bousquet |
| 2005 | Neural Network Based 3D Model Reconstruction with Highly Distorted Stereoscopic Sensors. | Wanliang Wang, Bing-bing Xia, Qiu Guan, Shengyong Chen |
| 2005 | Memory Retrieval in a Neural Network with Chaotic Neurons and Dynamic Synapses. | Zhijie Wang, Hong Fan |
| 2005 | Filtering-Free Blind Separation of Correlated Images. | Frdric Vrins, John Aldo Lee, Michel Verleysen |
| 2005 | Multilayer Perceptrons Applied to Traffic Sign Recognition Tasks. | Raul Vicen-Bueno, Roberto Gil-Pita, Manuel Rosa-Zurera, Manuel Utrilla-Manso, Francisco Lpez-Ferreras |
| 2005 | The Curse of Dimensionality in Data Mining and Time Series Prediction. | Michel Verleysen, Damien Franois |
| 2005 | Using a Mahalanobis-Like Distance to Train Radial Basis Neural Networks. | Jos Mara Valls, Ricardo Aler, Oscar Fernndez |
| 2005 | Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm. | Pedro ngel Castillo Valdivieso, Gustavo Romero, Maribel Garca Arenas, Juan Julin Merelo Guervs, Alberto Prieto |
| 2005 | Instability of Attractors in Auto-associative Networks with Bio-inspired Fast Synaptic Noise. | Joaqun J. Torres, Jess M. Corts, Joaqun Marro |
| 2005 | Ensembles of Multilayer Feedforward: Some New Results. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2005 | Image Processing with CNN in a FPGA-Based Augmented Reality System for Visually Impaired People. | F. Javier Toledo, J. Javier Martnez, F. Javier Garrigs, Jos Manuel Ferrndez de Vicente |
| 2005 | Input Selection for Long-Term Prediction of Time Series. | Jarkko Tikka, Jaakko Hollmn, Amaury Lendasse |
| 2005 | Deriving Cortical Maps and Elastic Nets from Topology-Preserving Maps. | Valery Tereshko |
| 2005 | Highly Modular Architecture for the General Control of Autonomous Robots. | Ricardo A. Tllez, Cecilio Angulo, Diego E. Pardo |
| 2005 | An FPGA-Based Adaptive Fuzzy Coprocessor. | Antonio Di Stefano, G. Costantino Giaconia |
| 2005 | Extended Sparse Nonnegative Matrix Factorization. | Kurt Stadlthanner, Fabian J. Theis, Carlos Garca Puntonet, Elmar Wolfgang Lang |
| 2005 | Input and Structure Selection for k-NN Approximator. | Antti Sorjamaa, Nima Reyhani, Amaury Lendasse |
| 2005 | Mutifractal Analysis of Electroencephalogram Time Series in Humans. | In-Ho Song, Sangmin Lee, In-Young Kim, Doo-Soo Lee, Sun I. Kim |
| 2005 | A Competitive-Based Method for Determining the Number of Groups: A Clinical Application. | Antonio Snchez, Francisco J. Vico, Santiago Cabello, Francisco J. Veredas, Yamina Seamari, Isaac Lpez, Javier Farfn, Guillermo Garca-Herrera |
| 2005 | Heuristic Search over a Ranking for Feature Selection. | Roberto Ruiz, Jos Cristbal Riquelme Santos, Jess S. Aguilar-Ruiz |
| 2005 | Fast Optoelectronic Neural Network for Vision Applications. | Marta Ruiz-Llata, Horacio Lamela |