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ORCIDIWANN 2001: Granada, Spain - Volume 1
- José Mira, Alberto Prieto:
Connectionist Models of Neurons, Learning Processes and Artificial Intelligence, 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001 Granada, Spain, June 13-15, 2001, Proceedings, Part I. Lecture Notes in Computer Science 2084, Springer 2001, ISBN 3-540-42235-8
Foundations of Connectionism and Biophysical Models of Neurons
- Oscar Herreras, José Manuel Ibarz, L. López-Aguado, Pablo Varona:
Dendrites: The Last Generation Computers. 1-13 - Etelvina Andreu
, Raquel Pomares, Bernat Soria, Juan Vicente Sánchez-Andrés:
Homogeneity in the Electrical Activity Pattern as a Function of Intercellular Coupling in Cell Networks. 14-20 - Eduardo Sánchez Vila, Senén Barro, Jorge Mariño, Antonio Canedo:
A Realistic Computational Model of the Local Circuitry of the Cuneate Nucleus. 21-29 - Ruggero Scorcioni, Giorgio A. Ascoli:
Algorithmic Extraction of Morphological Statistics from Electronic Archives of Neuroanatomy. 30-37 - José Mira, Ana E. Delgado García:
What Can We Compute with Lateral Inhibition Circuits? 38-46 - Jianfeng Feng:
Neuronal Models with Current Inputs. 47-54 - José Manuel Ferrández de Vicente, Markus Bongard, Francisco García de Quirós, Jose Angel Bolea, Josef Ammermüller, Richard A. Normann, Eduardo Fernández:
Decoding the Population Responses of Retinal Ganglions Cells Using Information Theory. 55-62 - Roustem Miftakov, James Christensen:
Numerical Study of Effects of Co-transmission by Substance P and Acetylcholine on Synaptic Plasticity in Myenteric Neurons. 63-71 - Reza Rajimehr, Leila Montaser Kouhsari:
Neurobiological Modeling of Bursting Response During Visual Attention. 72-80 - Konstantin A. Saltykov, Igor A. Shevelev:
Sensitivity of Simulated Striate Neurons to Cross-Like Stimuli Based on Disinhibitory Mechanism. 81-86 - Santi Chillemi, Michele Barbi, Angelo Di Garbo:
Synchronisation Mechanisms in Neuronal Networks. 87-94 - Tino Lourens, Hiroshi G. Okuno, Hiroaki Kitano:
Detection of Oriented Repetitive Alternating Patterns in Color Images (A Computational Model of Monkey Grating Cells). 95-107 - Ernesto Pereda, Joydeep Bhattacharya:
Synchronization in Brain - Assessment by Electroencephalographic Signals. 108-116 - Manuel A. Sánchez-Montañés:
Strategies for the Optimization of Large Scale Networks of Integrate and Fire Neurons. 117-125
Structural and Functional Models of Neurons
- Tetsuto Minami, Toshio Inui:
A Neural Network Model of Working Memory (Processing of "What" and "Where" Information). 126-133 - Mehdi N. Shirazi:
Orientation Selectivity of Intracortical Inhibitory Cells in the Striate Visual Cortex: A Computational Theory and a Neural Circuitry. 134-141 - Claudio Moraga, Luis Salinas:
Interpreting Neural Networks in the Frame of the Logic of Lukasiewicz. 142-149 - Isabel Gonzalo, Miguel A. Porras:
Time-Dispersive Effects in the J. Gonzalo's Research on Cerebral Dynamics. 150-157 - Pedro Rodrigues, José Félix Costa, Hava T. Siegelmann:
Verifying Properties of Neural Networks. 158-165 - José Andrés Berzal, Pedro J. Zufiria:
Algorithms and Implementation Architectures for Hebbian Neural Networks. 166-173 - Flávio Joaquim de Souza, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco:
The Hierarchical Neuro-Fuzzy BSP Model: An Application in Electric Load Forecasting. 174-183 - José Barahona da Fonseca, Isabel Barahona da Fonseca, Carmen Paz Suárez Araujo, José Simões da Fonseca:
The Chemical Metaphor in Neural Computation. 184-195 - Tai-Wen Yue, Suchen Chiang:
The General Neural-Network Paradigm for Visual Cryptography. 196-206 - José Santos Reyes, Richard J. Duro:
Pi-DTB, Discrete Time Backpropagation with Product Units. 207-214 - Shunji Satoh, Shogo Miyake, Hirotomo Aso:
Neocognitron-Type Network for Recognizing Rotated and Shifted Patterns with Reduction of Resources. 215-222 - J. David Buldain Pérez:
Classification with Synaptic Radial Basis Units. 223-234 - Naoyuki Tsuruta, Yuichiro Yoshiki, Tarek El. Tobely:
A Randomized Hypercolumn Model and Gesture Recognition. 235-242 - Sergio Negri, Lluís Belanche:
Heterogeneous Kohonen Networks. 243-252 - J. David Buldain Pérez:
Divided-Data Analysis in a Financial Case Classification with Multi-dendritic Neural Networks. 253-268 - Ajith Abraham:
Neuro Fuzzy Systems: Sate-of-the-Art Modeling Techniques. 269-276 - Rudy Setiono:
Generating Linear Regression Rules from Neural Networks Using Local Least Squares Approximation. 277-284 - Armando Blanco, Miguel Delgado, Maria del Carmen Pegalajar Jiménez, Ignacio Requena:
Speech Recognition Using Fuzzy Second-Order Recurrent Neural Networks. 285-292 - Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
A Measure of Noise Immunity for Functional Networks. 293-300 - Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
A Functional-Neural Network for Post-Nonlinear Independent Component Analysis. 301-307 - Antonio S. Cofiño, José Manuel Gutiérrez:
Optimal Modular Feedforward Neural Nets Based on Functional Network Architectures. 308-315 - Enrique F. Castillo, Ali S. Hadi, Beatriz Lacruz:
Optimal Transformations in Multiple Linear Regression Using Functional Networks. 316-324
Learning and Other Plasticity Phenomena, and Complex Systems Dynamics
- Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park:
Generalization Error and Training Error at Singularities of Multilayer Perceptrons. 325-332 - Vladimir Chinarov, Michael Menzinger:
Bistable Gradient Neural Networks: Their Computational Properties. 333-338 - Sean Snyders, Christian W. Omlin:
Inductive Bias in Recurrent Neural Networks. 339-346 - Marcelino Lázaro, Ignacio Santamaría, Carlos Pantaleón:
Accelerating the Convergence of EM-Based Training Algorithms for RBF Networks. 347-354 - José Antonio Gómez-Ruiz, José Muñoz-Pérez, Ezequiel López-Rubio, M. Angeles García-Bernal:
Expansive and Competitive Neural Networks. 355-362 - Joern Fischer, Ralph Breithaupt, Mathias Bode:
Fast Function Approximation with Hierarchical Neural Networks and Their Application to a Reinforcement Learning Agent. 363-369 - Hiroyuki Okada, Hiroshi Yamakawa, Takashi Omori:
Two Dimensional Evaluation Reinforcement Learning. 370-377 - Hiroshi Yamakawa, Yuji Miyamoto, Hiroyuki Okada:
Comparing the Learning Processes of Cognitive Distance Learning and Search Based Agent. 378-385 - Andries P. Engelbrecht:
Selective Learning for Multilayer Feedforward Neural Networks. 386-393 - Javier Molina-Vilaplana, Jorge Feliú Batlle, Juan López Coronado:
Connectionist Models of Cortico-Basal Ganglia Adaptive Neural Networks During Learning of Motor Sequential Procedures. 394-401 - Hyeyoung Park:
Practical Consideration on Generalization Property of Natural Gradient Learning. 402-408 - Ganesh Arulampalam, Abdesselam Bouzerdoum:
Novel Training Algorithm Based on Quadratic Optimisation Using Neural Networks. 410-417 - Jianfeng Feng:
Non-symmetric Support Vector Machines. 418-426 - José R. Dorronsoro, Ana M. González, Carlos Santa Cruz:
Natural Gradient Learning in NLDA Networks. 427-434 - Iuri Wickert, Felipe M. G. França:
AUTOWISARD: Unsupervised Modes for the WISARD. 435-441 - Gordon Milligan, Michael K. Weir, Jonathan P. Lewis:
Neural Steering: Diffcult and Impossible Sequential Problems for Gradient Descent. 442-449 - Jong-Min Lee, Dae-Jin Kim, In-Young Kim, Sun I. Kim:
Analysis of Scaling Exponents of Waken and Sleeping Stage in EEG. 450-456 - Xavier Blasco Ferragud, Miguel Andres Martínez Iranzo, Juan S. Senent Español, Javier Sanchis:
Model Based Predictive Control Using Genetic Algorithms. Application to Greenhouses Climate Control. 457-465 - Xavier Blasco Ferragud, Juan Manuel Herrero Durá, Miguel Andres Martínez Iranzo, Juan S. Senent Español:
Nonlinear Parametric Model Identification with Genetic Algorithms. Application to a Thermal Process. 466-473 - Carlos Cotta, José M. Troya:
A Comparison of Several Evolutionary Heuristics for the Frequency Assignment Problem. 474-481 - Horacio M. González Velasco, Carlos J. García Orellana, Miguel Macías Macías, M. Isabel Acevedo Sotoca:
GA Techniques Applied to Contour Search in Images of Bovine Livestock. 482-489 - Francisco de Borja Rodríguez Ortiz, Pablo Varona, Ramón Huerta, Mikhail I. Rabinovich, Henry D. I. Abarbanel:
Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information. 490-497 - Jesús González, Ignacio Rojas, Héctor Pomares, Julio Ortega:
RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting. 498-505 - Víctor Manuel Rivas Santos, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós:
Evolving RBF Neural Networks. 506-513 - Germán Gutiérrez, Pedro Isasi, José M. Molina, Araceli Sanchis, Inés María Galván:
Evolutionary Cellular Configurations for Designing Feed-Forward Neural Networks Architectures. 514-521 - Enrique Mérida Casermeiro, José Muñoz, Rafaela Benítez-Rochel:
A Recurrent Multivalued Neural Network for the N-Queens Problem. 522-529 - Héctor Pomares, Ignacio Rojas, Jesús González, Miguel Damas:
A Novel Approach to Self-Adaptation of Neuro-fuzzy Controllers in Real Time. 530-537 - Jesús González, Ignacio Rojas, Héctor Pomares, Moisés Salmerón:
Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks. 538-545 - Emílio Del Moral Hernandez:
Studying Neural Networks of Bifurcating Recursive Processing Elements - Quantitative Methods for Architecture Design and Performance Analysis. 546-553 - Valery Tereshko:
Topology-Preserving Elastic Nets. 554-560 - Mikiya Oota, Naohiro Ishii, Koichiro Yamauchi, Mayumi Nakamura:
Optimization with Linear Constraints in the Neural Network. 561-569 - Antonio Jesús Rivera Rivas, Julio Ortega, Ignacio Rojas, Alberto Prieto:
Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules. 570-578 - José D. Piñeiro, Roberto L. Marichal, Lorenzo Moreno Ruiz, José F. Sigut, Evelio J. González:
Study of Chaos in a Simple Discrete Recurrence Neural Network. 579-585 - Habiba Drias:
Genetic Algorithm versus Scatter Search and Solving Hard MAX-W-SAT Problems. 586-593 - Michael Affenzeller:
A New Approach to Evolutionary Computation: Segregative Genetic Algorithms (SEGA). 594-601 - Nadia Jacoby:
Evolution of Firms in Complex Worlds Generalized NK Models. 602-611 - Santiago Garrido, Luis Moreno:
Learning Adaptive Parameters with Restricted Genetic Optimization Method. 612-620 - Juan Castellanos, Carlos Martín-Vide, Victor Mitrana, José M. Sempere:
Solving NP-Complete Problems With Networks of Evolutionary Processors. 621-628 - Gustavo Romero, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Alberto Prieto:
Using SOM for Neural Network Visualization. 629-636 - Françoise Fessant, Patrice Aknin, Latifa Oukhellou, Sophie Midenet:
Comparison of Supervised Self-Organizing Maps Using Euclidian or Mahalanobis Distance in Classification Context. 637-644 - Nicolás García-Pedrajas, Eloy Sanz-Tapia, Domingo Ortiz-Boyer, César Hervás-Martínez:
Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks. 645-652 - Robert Burbidge, Matthew W. B. Trotter, Bernard F. Buxton, Sean B. Holden:
STAR - Sparsity through Automated Rejection. 653-660 - Cecilio Angulo, Andreu Català:
Ordinal Regression with K-SVCR Machines. 661-668 - Sergio Bermejo, Joan Cabestany:
Large Margin Nearest Neighbor Classifiers. 669-676 - Winfried A. Fellenz:
Reduced Support Vector Selection by Linear Programs. 677-684 - Hilario Gómez-Moreno, Saturnino Maldonado-Bascón, Francisco López-Ferreras:
Edge Detection in Noisy Images Using the Support Vector Machines. 685-692 - Camino R. Vela, Ramiro Varela, Jorge Puente:
Initialization in Genetic Algorithms for Constraint Satisfaction Problems. 693-700 - Jorge Muruzábal:
Evolving High-Posterior Self-Organizing Maps. 701-708 - Rafael Nogueras, Carlos Cotta:
Using Statistical Techniques to Predict GA Performance. 709-716 - Julián Dorado, Antonino Santos, Juan R. Rabuñal:
Multilevel Genetic Algorithm for the Complete Development of ANN. 717-724 - Antonio Miguel López Rodríguez, Hilario López García, Luciano Sánchez:
Graph Based GP Applied to Dynamical Systems Modeling. 725-732 - Terence Kwok, Kate A. Smith:
Nonlinear System Dynamics in the Normalisation Process of a Self-Organising Neural Network for Combinatorial Optimisation. 733-740 - Kate A. Smith, Jatinder N. D. Gupta:
Continuous Function Optimisation via Gradient Descent on a Neural Network Approximation Function. 741-748 - Pablo Cortés, Fernando Guerrero, David Canca, José M. García:
An Evolutionary Algorithm for the Design of Hybrid Fiber Optic-Coaxial Cable Networks in Small Urban Areas. 749-756 - Sa Li, Lipo Wang:
Channel Assignment for Mobile Communications Using Stochastic Chaotic Simulated Annealing. 757-764
Artificial Intelligence and Cognitive Processes
- Igor Aleksander, Helen Morton, Barry Dunmall:
Seeing is Believing: Depictive Neuromodeling of Visual Awareness. 765-771 - José Mira, Rafael Martínez-Tomás, José R. Álvarez, Ana E. Delgado García:
DIAGEN-WebDB: A Connectionist Approach to Medical Knowledge Representation and Inference. 772-782 - Janet Aisbett, Greg Gibbon:
Conceptual Spaces as Voltage Maps. 783-790 - Guido Bologna:
Determining Hyper-planes to Generate Symbolic Rules. 791-798 - Agapito Ledezma, Antonio Berlanga, Ricardo Aler:
Automatic Symbolic Modelling of Co-evolutionarily Learned Robot Skills. 799-806 - J. G. (Iain) Wallace, Kevin Bluff:
ANNs and the Neural Basis for General Intelligence. 807-813 - Juan Carlos Herrero:
Knowledge and Intelligence. 814-820 - Iara Moema Oberg Vilela, Priscila Machado Vieira Lima:
Conjecturing the Cognitive Plausibility of an ANN Theorem-Prover. 822-830
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