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IWANN 2003: Maó, Menorca, Spain - Volume 1
- José Mira, José R. Álvarez:
Artificial Neural Nets Problem Solving Methods, 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN2003, Maó, Menorca, Spain, June 3-6, 2003 Proceedings, Part I. Lecture Notes in Computer Science 2686, Springer 2003, ISBN 3-540-40210-1
Biological Models
- Luigi M. Ricciardi, Gelsomina Esposito, Virginia Giorno, Chiara Valerio:
Modeling Neuronal Firing in the Presence of Refractoriness. 1-8 - José Manuel Ibarz, Oscar Herreras
:
A Study of the Action Potential Initiation Site along the Axosomatodendritic Axis of Neurons Using Compartmental Models. 9-15 - José Mira:
Real Neurons and Neural Computation: A Summary of Thoughts. 16-23 - Santi Chillemi, Angelo Di Garbo, Alessandro Panarese:
Synchronous Firing in a Population of Inhibitory Interneurons Coupled by Electrical and Chemical Synapses. 24-31 - Nazareth P. Castellanos, Francisco de Borja Rodríguez Ortiz
Stochastic Networks with Subthreshold Oscillations and Spiking Activity. 32-39 - Ioulia Makarova
Selective Inactivation of Neuronal Dendritic Domains: Computational Approach to Steady Potential Gradients. 40-45 - Christian Hauptmann
Intermittent Burst Synchronization in Neural Networks. 46-53 - Pablo Fernández López, Carmen Paz Suárez Araujo, Patricio García Báez, G. Sanchez Martin:
Diffusion Associative Network: Diffusive Hybrid Neuromodulation and Volume Learning. 54-61 - Jianfeng Feng:
The Minimum-Variance Theory Revisited. 62-69 - Eduardo Sánchez Vila, Senén Barro, Jorge Mariño, Antonio Canedo:
Sleep and Wakefulness in the Cuneate Nucleus: A Computational Study. 70-77 - Carlos Aguirre, Doris Campos, Pedro Pascual, Eduardo Serrano
Effects of Different Connectivity Patterns in a Model of Cortical Circuits. 78-85 - Igor Aleksander, Helen Morton:
A Digital Neural Model of Visual Deficits in Parkinson's Disease. 86-93 - Isabel Gonzalo
Intersensorial Summation as a Nonlinear Contribution to Cerebral Excitation. 94-101 - Tino Lourens, Emilia I. Barakova
Interacting Modalities through Functional Brain Modeling. 102-109 - Emilia I. Barakova
Life-Long Learning: Consolidation of Novel Events into Dynamic Memory Representations. 110-117
Funtional Models
- Hiroshi G. Okuno
Real-Time Sound Source Localization and Separation Based on Active Audio-Visual Integration. 118-125 - Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo
Hierarchical Neuro-Fuzzy Systems. 126-135 - Andres Upegui, Carlos Andrés Peña-Reyes, Eduardo Sanchez:
An Functional Spiking Neuron Hardware Oriented Model. 136-143 - Frank Pasemann, Manfred Hild, Keyan Zahedi:
SO(2)-Networks as Neural Oscillators. 144-151 - Ingo Galleske, Juan Castellanos:
A Rotated Kernel Probabilistic Neural Network (RKPNN) for Multi-class Classification. 152-157 - Liqing Zhang, Andrzej Cichocki:
Independent Residual Analysis for Temporally Correlated Signals. 158-165 - Clayton Silva Oliveira, Emílio Del Moral Hernandez:
MLP+H: A Hybrid Neural Architecture Formed by the Interaction of Hopfield and Multi-Layer Perceptron Neural Networks. 166-173 - José R. Dorronsoro, Ana M. González, Eduardo Serrano
Linear Unit Relevance in Multiclass NLDA Networks. 174-181 - Geoffroy Simon, Amaury Lendasse, Michel Verleysen:
Bootstrap for Model Selection: Linear Approximation of the Optimism. 182-189
Learning
- José M. Jerez-Aragonés, Miguel A. Atencia Ruiz
A Learning Rule to Model the Development of Orientation Selectivity in Visual Cortex. 190-197 - Sorin Moga, Philippe Gaussier, Jean-Paul Banquet:
Sequence Learning Using the Neural Coding. 198-205 - A. B. M. Shawkat Ali, Ajith Abraham:
Improved Kernel Learning Using Smoothing Parameter Based Linear Kernel. 206-213 - Darío Maravall Gómez-Allende, Miguel Ángel Patricio Guisado
Automatic Car Parking: A Reinforcement Learning Approach. 214-221 - Simon M. Lucas:
Discriminative Training of the Scanning N-Tuple Classifier. 222-229 - Elena Montañés, José Ramón Quevedo, Irene Díaz
A Wrapper Approach with Support Vector Machines for Text Categorization. 230-237 - Romina Torres
Robust Expectation Maximization Learning Algorithm for Mixture of Experts. 238-245 - José Ramón Quevedo, Elías F. Combarro, Antonio Bahamonde:
Choosing among Algorithms to Improve Accuracy. 246-253 - Pedro Isasi
Evolutionary Approach to Overcome Initialization Parameters in Classification Problems. 254-261 - José Ranilla
Text Categorisation Using a Partial-Matching Strategy. 262-269 - Juan A. Suárez-Romero, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function. 270-277 - Pedro Isasi
A Better Selection of Patterns in Lazy Learning Radial Basis Neural Networks. 278-285 - Inés González Rodríguez
An Iterative Fuzzy Prototype Induction Algorithm. 286-293 - Rafaela Benítez-Rochel, José Muñoz-Pérez, Enrique Mérida Casermeiro:
A Recurrent Multivalued Neural Network for Codebook Generation in Vector Quantization. 294-301 - Joern Fischer:
The Recurrent IML-Network. 302-309 - Joseph Rynkiewicz:
Estimation of Multidimensional Regression Model with Multilayer Perceptrons. 310-317 - Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz:
Principal Components Analysis Competitive Learning. 318-325
Self-Organizing Systems
- Emilio Corchado, Colin Fyfe:
Progressive Concept Formation in Self-Organising Maps. 326-333 - Rafael del-Hoyo-Alonso, J. David Buldain Pérez, Álvaro Marco
Supervised Classification with Associative SOM. 334-341 - Enrique Mérida Casermeiro, José Muñoz-Pérez, Rafaela Benítez-Rochel:
Neural Implementation of Dijkstra's Algorithm. 342-349 - Miguel A. Atencia Ruiz
Spurious Minima and Basins of Attraction in Higher-Order Hopfield Networks. 350-357 - Pedro Ángel Castillo Valdivieso
Cooperative Co-evolution of Multilayer Perceptrons. 358-365 - Daniel Rodríguez-Pérez, Jose L. Castillo, José Carlos Antoranz:
A Statistical Model of Pollution-Caused Pulmonary Crises. 366-373 - Elisa Guerrero Vázquez
A New Penalty-Based Criterion for Model Selection in Regularized Nonlinear Models. 374-381 - Kurosh Madani, Abdennasser Chebira, Mariusz Rybnik:
Data Driven Multiple Neural Network Models Generator Based on a Tree-like Scheduler. 382-389 - Terence Kwok, Kate A. Smith:
Performance-Enhancing Bifurcations in a Self-Organising Neural Network. 390-397 - M. Angeles García-Bernal, José Muñoz-Pérez, José Antonio Gómez-Ruiz, I. Ladrón de Guevara-López:
A Competitive Neural Network Based on Dipoles. 398-405 - Enrique Mérida Casermeiro, José Muñoz-Pérez, Enrique Domínguez Merino:
An N-parallel Multivalued Network: Applications to the Travelling Salesman Problem. 406-413 - Habiba Drias, Sarah Ibri:
Parallel ACS for Weighted MAX-SAT. 414-421 - Ryunosuke Nishimoto, Jun Tani:
Learning to Generate Combinatorial Action Sequences Utilizing the Initial Sensitivity of Deterministic Dynamical Systems. 422-429 - José Muñoz-Pérez, M. Angeles García-Bernal, I. Ladrón de Guevara-López, José Antonio Gómez-Ruiz:
BICONN: A Binary Competitive Neural Network. 430-437 - Michael Affenzeller, Stefan Wagner:
SASEGASA: An Evolutionary Algorithm for Retarding Premature Convergence by Self-adaptive Selection Pressure Steering. 438-445 - Habiba Drias, Amine Taibi, Sofiane Zekour:
Cooperative Ant Colonies for Solving the Maximum Weighted Satisfiability Problem. 446-453 - Jesús González
Designing a Phenotypic Distance Index for Radial Basis Function Neural Networks. 454-461 - David R. C. Dominguez:
The Antiquadrupolar Phase of the Biquadratic Neural Network. 462-469 - Antonio Jesús Rivera Rivas, Julio Ortega, Ignacio Rojas, María José del Jesus:
Co-evolutionary Algorithm for RBF by Self-Organizing Population of Neurons. 470-477 - Germán Gutiérrez, Beatriz García Jiménez
Studying the Capacity of Grammatical Encoding to Generate FNN Architectures. 478-485 - Francisco Javier Marín Martín, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández:
Optimal Phasor Measurement Unit Placement Using Genetic Algorithms. 486-493 - Carlos Cotta:
On the Evolutionary Inference of Temporal Boolean Networks. 494-501 - Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso
Specifying Evolutionary Algorithms in XML. 502-509 - Cristina González
Analysis of the Univariate Marginal Distribution Algorithm Modeled by Markov Chains. 510-517 - Eloy Sanz-Tapia, Nicolás García-Pedrajas, Domingo Ortiz-Boyer, César Hervás-Martínez:
Node Level Crossover Applied to Neural Network Evolution. 518-525 - Antonio López, Luciano Sánchez
Genetic Search of Block-Based Structures of Dynamical Process Models. 526-533 - Gustavo Romero, Maribel García Arenas
Visualization of Neural Net Evolution. 534-541 - A. Castellanos-Moreno:
Separable Recurrent Neural Networks Treated with Stochastic Velocities. 542-549 - Jesús González
Studying the Convergence of the CFA Algorithm. 550-557 - Mariusz Rybnik, Abdennasser Chebira, Kurosh Madani:
Auto-adaptive Neural Network Tree Structure Based on Complexity Estimator. 558-565
Artificial Intelligence and Cognition
- Juan Vicente Sánchez-Andrés:
Intelligence and Computation: A View from Physiology. 566-573 - Mariano Rincón
Image Understanding Analysis at the Knowledge Level as a Design Task. 574-581 - Aureli Soria-Frisch
Morphological Clustering of the SOM for Multi-dimensional Image Segmentation. 582-589 - Francisco Bellas, Richard J. Duro:
Introducing Long Term Memory in an ANN Based Multilevel Darwinist Brain. 590-597 - María José Castro, Federico Prat:
New Directions in Connectionist Language Modeling. 598-605 - Juan R. Rabuñal, Julián Dorado, Alejandro Pazos
Rules and Generalization Capacity Extraction from ANN with GP. 606-613 - J. G. (Iain) Wallace, Kevin Bluff:
Numerosity and the Consolidation of Episodic Memory. 614-621 - Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Mamen Ortiz-Gómez:
Rule Extraction from a Multilayer Feedforward Trained Network via Interval Arithmetic Inversion. 622-630 - Igor Aleksander, Barry Dunmall:
Necessary First-Person Axioms of Neuroconsciousness. 630-637 - Marian Gheorghe, Carlos Martín-Vide, Victor Mitrana
An Agent Based Approach of Collective Foraging. 638-645 - Haydemar Núñez, Cecilio Angulo
Hybrid Architecture Based on Support Vector Machines. 646-653 - Jesús Medina, Enrique Mérida Casermeiro
A Neural Approach to Extended Logic Programs. 654-661
Bioinspired Developments
- Juan Pazos, Alfonso Rodríguez-Patón, Andrés Silva:
Solving SAT in Linear Time with a Neural-Like Membrane System. 662-669 - Ludovic Alvado, Sylvain Saïghi, Jean Tomas, Sylvie Renaud-Le Masson:
An Exponential-Decay Synapse Integrated Circuit for Bio-inspired Neural Networks. 670-677 - José Manuel Ferrández de Vicente
A High Level Synthesis of an Auditory Mechanical to Neural Transduction Circuit. 678-685 - Olgierd Unold, Maciej Troc:
Restriction Enzyme Computation. 686-693 - María T. López, Miguel Angel Fernández, Antonio Fernández-Caballero, Ana E. Delgado García:
Neurally Inspired Mechanisms for the Dynamic Visual Attention Map Generation Task. 694-701 - Nabil Ouerhani
A Model of Dynamic Visual Attention for Object Tracking in Natural Image Sequences. 702-709 - Javier Díaz, Sonia Mota, Eduardo Ros, Guillermo Botella Juan
Neural Competitive Structures for Segmentation Based on Motion Features. 710-717 - Pedro Gil-Jiménez, Saturnino Maldonado-Bascón, Roberto Gil-Pita, Hilario Gómez-Moreno:
Background Pixel Classification for Motion Detection in Video Image Sequences. 718-725 - Carlos Andrés Peña-Reyes, Rosa Villa
COBRA: An Evolved Online Tool for Mammography Interpretation. 726-733 - José M. Jerez, Leonardo Franco, Ignacio Molina:
CBA Generated Receptive Fields Implemented in a Facial Expression Recognition Task. 734-741 - Rodrigo Verschae
A Hybrid Face Detector Based on an Asymmetrical Adaboost Cascade Detector and a Wavelet-Bayesian-Detector. 742-749 - Max H. Garzon, Kiran Rajaya:
Neural Net Generation of Facial Displays in Talking Heads. 750-757
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