| 2001 | Expansive and Competitive Neural Networks. | Jos Antonio Gmez-Ruiz, Jos Muoz-Prez, Ezequiel Lpez-Rubio, M. Angeles Garca-Bernal |
| 2001 | Edge Detection in Noisy Images Using the Support Vector Machines. | Hilario Gmez-Moreno, Saturnino Maldonado-Bascn, Francisco Lpez-Ferreras |
| 2001 | Image Restoration Using Neural Networks. | Souheila Ghennam, Khier Benmahammed |
| 2001 | Learning Adaptive Parameters with Restricted Genetic Optimization Method. | Santiago Garrido, Luis Moreno |
| 2001 | Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks. | Nicols Garca-Pedrajas, Eloy Sanz-Tapia, Domingo Ortiz-Boyer, Csar Hervs-Martnez |
| 2001 | Neural Networks for Contingency Evaluation and Monitoring in Power Systems. | Francisco Garca-Lagos, Gonzalo Joya Caparrs, Francisco Javier Marn Martn, Francisco Sandoval Hernndez |
| 2001 | The Chemical Metaphor in Neural Computation. | Jos Barahona da Fonseca, Isabel Barahona da Fonseca, Carmen Paz Surez Araujo, Jos Simes da Fonseca |
| 2001 | Fast Function Approximation with Hierarchical Neural Networks and Their Application to a Reinforcement Learning Agent. | Joern Fischer, Ralph Breithaupt, Mathias Bode |
| 2001 | Comparison of Supervised Self-Organizing Maps Using Euclidian or Mahalanobis Distance in Classification Context. | Franoise Fessant, Patrice Aknin, Latifa Oukhellou, Sophie Midenet |
| 2001 | Decoding the Population Responses of Retinal Ganglions Cells Using Information Theory. | Jos Manuel Ferrndez de Vicente, Markus Bongard, Francisco Garca de Quirs, Jose Angel Bolea, Josef Ammermller, Richard A. Normann, Eduardo Fernndez |
| 2001 | Foetal Age and Weight Determination Using a Lateral Interaction Inspired Net. | Antonio Fernndez-Caballero, Jos Mira, Francisco Javier Gmez, Miguel Angel Fernndez |
| 2001 | Non-symmetric Support Vector Machines. | Jianfeng Feng |
| 2001 | Neuronal Models with Current Inputs. | Jianfeng Feng |
| 2001 | Reduced Support Vector Selection by Linear Programs. | Winfried A. Fellenz |
| 2001 | Nonlinear Vectorial Prediction with Neural Nets. | Marcos Fandez-Zanuy |
| 2001 | Selective Learning for Multilayer Feedforward Neural Networks. | Andries P. Engelbrecht |
| 2001 | Genetic Algorithm versus Scatter Search and Solving Hard MAX-W-SAT Problems. | Habiba Drias |
| 2001 | A Field-Programmable Conductance Array IC for Biological Neurons Modeling. | Vincent Douence, Sylvie Renaud-Le Masson, Sylvain Saghi, Gwendal Le Masson |
| 2001 | Natural Gradient Learning in NLDA Networks. | Jos R. Dorronsoro, Ana M. Gonzlez, Carlos Santa Cruz |
| 2001 | Multilevel Genetic Algorithm for the Complete Development of ANN. | Julin Dorado, Antonino Santos, Juan R. Rabual |
| 2001 | Blind Source Separation in the Frequency Domain: A Novel Solution to the Amplitude and the Permutation Indeterminacies. | Adriana Dapena, Luis Castedo |
| 2001 | Hybrid Framework for Neuro-Dynamic Programming Application to Water Supply Networks. | Miguel Damas, Moiss Salmern, Julio Ortega Lopera, Gonzalo Olivares |
| 2001 | A Multi Layer Perceptron Approach for Predicting and Modeling the Dynamical Behavior of Cardiac Ventricular Repolarisation. | Rajai El Dajani, Maryvonne Miquel, Paul Rubel |
| 2001 | The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. | Sergio Cruces, Andrzej Cichocki, Shun-ichi Amari |
| 2001 | A Comparison of Several Evolutionary Heuristics for the Frequency Assignment Problem. | Carlos Cotta, Jos M. Troya |