| 2001 | An Evolutionary Algorithm for the Design of Hybrid Fiber Optic-Coaxial Cable Networks in Small Urban Areas. | Pablo Corts, Fernando Guerrero, David Canca, Jos M. Garca |
| 2001 | Optimal Modular Feedforward Neural Nets Based on Functional Network Architectures. | Antonio S. Cofio, Jos Manuel Gutirrez |
| 2001 | Bistable Gradient Neural Networks: Their Computational Properties. | Vladimir Chinarov, Michael Menzinger |
| 2001 | Synchronisation Mechanisms in Neuronal Networks. | Santi Chillemi, Michele Barbi, Angelo Di Garbo |
| 2001 | Optimal Transformations in Multiple Linear Regression Using Functional Networks. | Enrique F. Castillo, Ali S. Hadi, Beatriz Lacruz |
| 2001 | A Measure of Noise Immunity for Functional Networks. | Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2001 | Solving NP-Complete Problems With Networks of Evolutionary Processors. | Juan Castellanos, Carlos Martn-Vide, Victor Mitrana, Jos M. Sempere |
| 2001 | Inference of Stochastic Regular Languages through Simple Recurrent Networks with Time Delays. | Gustavo A. Casa, Maria Asuncin Castao |
| 2001 | Using Artificial Neural Network to Define Fuzzy Comparators in FSQL with the Criterion of some Decision-Maker. | Ramn Alberto Carrasco, Jos Galindo, Mara Amparo Vila Miranda |
| 2001 | Neuro-Fuzzy Nets in Medical Diagnosis: The DIAGEN Case Study of Glaucoma. | Enrique J. Carmona, Jos Mira, Julin Garca-Feijo, Manuel Gonzlez-de La Rosa |
| 2001 | Automatic Generation of Digital Filters by NN Based Learning: An Application on Paper Pulp Inspection. | Pascual Campoy Cervera, David F. Muoz-Garca, Daniel Pea, Jos A. Caldern-Martnez |
| 2001 | Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform. | Adrian Burian, Jukka Saarinen, Pauli Kuosmanen |
| 2001 | STAR - Sparsity through Automated Rejection. | Robert Burbidge, Matthew W. B. Trotter, Bernard F. Buxton, Sean B. Holden |
| 2001 | Divided-Data Analysis in a Financial Case Classification with Multi-dendritic Neural Networks. | J. David Buldain Prez |
| 2001 | Classification with Synaptic Radial Basis Units. | J. David Buldain Prez |
| 2001 | Curved Kernel Neural Network for Functions Approximation. | Paul Bourret, Bruno Pelletier |
| 2001 | Data Mining Applied to Irrigation Water Management. | Juan A. Bota, Antonio Fernandez Gmez-Skarmeta, Mercedes Valds, Antonio M. Padilla |
| 2001 | Determining Hyper-planes to Generate Symbolic Rules. | Guido Bologna |
| 2001 | Model Based Predictive Control Using Genetic Algorithms. Application to Greenhouses Climate Control. | Xavier Blasco Ferragud, Miguel Andres Martnez Iranzo, Juan S. Senent Espaol, Javier Sanchis |
| 2001 | Nonlinear Parametric Model Identification with Genetic Algorithms. Application to a Thermal Process. | Xavier Blasco Ferragud, Juan Manuel Herrero Dur, Miguel Andres Martnez Iranzo, Juan S. Senent Espaol |
| 2001 | Adaptive ICA with Order Statistics in Multidimensional Scenarios. | Yolanda Blanco Archilla, Santiago Zazo, Jos Manuel Pez-Borrallo |
| 2001 | Speech Recognition Using Fuzzy Second-Order Recurrent Neural Networks. | Armando Blanco, Miguel Delgado, Maria del Carmen Pegalajar Jimnez, Ignacio Requena |
| 2001 | Algorithms and Implementation Architectures for Hebbian Neural Networks. | Jos Andrs Berzal, Pedro J. Zufiria |
| 2001 | Assessing the Noise Immunity of Radial Basis Function Neural Networks. | Jos Luis Bernier, Jorge Gonzlez, Antonio Caas, Julio Ortega Lopera |
| 2001 | Large Margin Nearest Neighbor Classifiers. | Sergio Bermejo, Joan Cabestany |