| 2001 | Orientation Selectivity of Intracortical Inhibitory Cells in the Striate Visual Cortex: A Computational Theory and a Neural Circuitry. | Mehdi N. Shirazi |
| 2001 | Generating Linear Regression Rules from Neural Networks Using Local Least Squares Approximation. | Rudy Setiono |
| 2001 | Some Examples for Solving Clinical Problems Using Neural Networks. | Antonio J. Serrano-Lpez, Emilio Soria-Olivas, Gustavo Camps-Valls, Jos David Martn-Guerrero, N. Vctor Jimnez |
| 2001 | Algorithmic Extraction of Morphological Statistics from Electronic Archives of Neuroanatomy. | Ruggero Scorcioni, Giorgio A. Ascoli |
| 2001 | Neocognitron-Type Network for Recognizing Rotated and Shifted Patterns with Reduction of Resources. | Shunji Satoh, Shogo Miyake, Hirotomo Aso |
| 2001 | The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions. | Jaakko Srel, Ricardo Vigrio |
| 2001 | Pi-DTB, Discrete Time Backpropagation with Product Units. | Jos Santos Reyes, Richard J. Duro |
| 2001 | A Cuneate-Based Network and Its Application as a Spatio-Temporal Filter in Mobile Robotics. | Eduardo Snchez Vila, Manuel Mucientes, Senn Barro |
| 2001 | A Realistic Computational Model of the Local Circuitry of the Cuneate Nucleus. | Eduardo Snchez Vila, Senn Barro, Jorge Mario, Antonio Canedo |
| 2001 | Strategies for the Optimization of Large Scale Networks of Integrate and Fire Neurons. | Manuel A. Snchez-Montas |
| 2001 | Sensitivity of Simulated Striate Neurons to Cross-Like Stimuli Based on Disinhibitory Mechanism. | Konstantin A. Saltykov, Igor A. Shevelev |
| 2001 | Predictive Classification for Integrated Pest Management by Clustering in NN Output Space. | Moiss Salmern, Diego Guidotti, Ruggero Petacchi, Leonardo Maria Reyneri |
| 2001 | Analyzing Boltzmann Machine Parameters for Fast Convergence. | Francisco Javier Salcedo, Julio Ortega Lopera, Alberto Prieto |
| 2001 | Towards an On-Line Neural Conditioning Model for Mobile Robots. | Erol Sahin |
| 2001 | Neural Adaptive Force Control for Compliant Robots. | Nadia Saadia, Yassine Amirat, Jean Pontnau, Amar Ramdane-Cherif |
| 2001 | Distance between Kohonen Classes Visualization Tool to Use SOM in Data Set Analysis and Representation. | Patrick Rousset, Christiane Guinot |
| 2001 | Using SOM for Neural Network Visualization. | Gustavo Romero, Pedro ngel Castillo Valdivieso, Juan Julin Merelo Guervs, Alberto Prieto |
| 2001 | A Functional-Neural Network for Post-Nonlinear Independent Component Analysis. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2001 | Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information. | Francisco de Borja Rodrguez Ortiz, Pablo Varona, Ramn Huerta, Mikhail I. Rabinovich, Henry D. I. Abarbanel |
| 2001 | Separation of Sources Based on the Partitioning of the Space of Observations. | Manuel Rodrguez lvarez, Carlos Garca Puntonet, Ignacio Rojas |
| 2001 | Character Feature Extraction Using Polygonal Projection Sweep (Contour Detection). | Roberto J. Rodrigues, Gizelle Kupac Vianna, Antonio Carlos Gay Thom |
| 2001 | Verifying Properties of Neural Networks. | Pedro Rodrigues, Jos Flix Costa, Hava T. Siegelmann |
| 2001 | Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules. | Antonio Jess Rivera Rivas, Julio Ortega, Ignacio Rojas, Alberto Prieto |
| 2001 | Evolving RBF Neural Networks. | Vctor Manuel Rivas Santos, Pedro ngel Castillo Valdivieso, Juan Julin Merelo Guervs |
| 2001 | Design and Codesign of Neuro-Fuzzy Hardware. | Leonardo Maria Reyneri |