Computational Methods in Neural Modeling: 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003 Maó, Menorca, Spain, June 3–6, 2003 Proceedings, Part I

Modeling Neuronal Firing in the Presence of Refractoriness....Pages 1-8
A Study of the Action Potential Initiation Site Along the Axosomatodendritic Axis of Neurons Using Compartmental Models....Pages 9-15
Real Neurons and Neural Computation: A Summary of Thoughts....Pages 16-23
Synchronous firing in a population of inhibitory interneurons coupled by electrical and chemical synapses....Pages 24-31
Stochastic Networks with Subthreshold Oscillations and Spiking Activity....Pages 32-39
Selective Inactivation of Neuronal Dendritic Domains: Computational Approach to Steady Potential Gradients....Pages 40-45
Intermittent burst synchronization in neural networks....Pages 46-53
Diffusion Associative Network: Diffusive Hybrid Neuromodulation and Volume Learning....Pages 54-61
The Minimum-Variance Theory Revisited....Pages 62-69
Sleep and wakefulness in the cuneate nucleus: a computational study....Pages 70-77
Effiects of different connectivity patterns in a model of cortical circuits....Pages 78-85
A Digital Neural Model of Visual Deficits in Parkinson’s Disease....Pages 86-93
Intersensorial Summation as a Nonlinear Contribution to Cerebral Excitation....Pages 94-101
Interacting Modalities through Functional Brain Modeling....Pages 102-109
Life-long learning: consolidation of novel events into dynamic memory representations....Pages 110-117
Real-time Sound Source Localization and Separation based on Active Audio-Visual Integration....Pages 118-125
Hierarchical Neuro-Fuzzy Systems....Pages 126-135
A functional spiking neuron hardware oriented model....Pages 136-143
SO(2)-Networks as Neural Oscillators....Pages 144-151
A Rotated Kernel Probabilistic Neural Network (RKPNN) for Multi-class Classification....Pages 152-157
Independent Residual Analysis for Temporally Correlated Signals....Pages 158-165
MLP+H: a Hybrid Neural Architecture Formed by the Interaction of Hopfield and Multi-Layer Perceptron Neural Networks....Pages 166-173
Linear unit relevance in multiclass NLDA networks....Pages 174-181
Bootstrap for model selection: linear approximation of the optimism....Pages 182-189
A learning rule to model the development of orientation selectivity in visual cortex....Pages 190-197
Sequence learning using the neural coding....Pages 198-205
Improved Kernel Learning Using Smoothing Parameter Based Linear Kernel....Pages 206-213
Automatic Car Parking: A Reinforcement Learning Approach....Pages 214-221
Discriminative Training of the Scanning N-Tuple Classifier....Pages 222-229
A Wrapper Approach with Support Vector Machines for Text Categorization....Pages 230-237
Robust Expectation Maximization Learning Algorithm for Mixture of Experts....Pages 238-245
Choosing among algorithms to improve accuracy....Pages 246-253
Evolutionary Approach to Overcome Initialization Parameters in Classification Problems....Pages 254-261
Text Categorisation Using a Partial-Matching Strategy....Pages 262-269
A new learning method for single layer neural networks based on a regularized cost function....Pages 270-277
A better selection of patterns in lazy learning radial basis neural networks....Pages 278-285
An Iterative Fuzzy Prototype Induction Algorithm....Pages 286-293
A Recurrent Multivalued Neural Network for codebook generation in Vector Quantization....Pages 294-301
The recurrent IML-network....Pages 302-309
Estimation of Multidimensional Regression Model with Multilayer Perceptrons....Pages 310-317
Principal Components Analysis Competitive Learning....Pages 318-325
Progressive Concept Formation in Self-organising Maps....Pages 326-333
Supervised Classification with Associative SOM....Pages 334-341
Neural Implementation of Dijkstra’s Algorithm.....Pages 342-349
Spurious minima and basins of attraction in higher-order Hopfield networks....Pages 350-357
Cooperative Co-evolution of Multilayer Perceptrons....Pages 358-365
A statistical model of pollution-caused pulmonary crises....Pages 366-373
A new penalty-based criterion for model selection in regularized nonlinear models....Pages 374-381
Data Driven Multiple Neural Network Models Generator Based on a Tree-like Scheduler....Pages 382-389
Performance-Enhancing Bifurcations in a Self-organising Neural Network....Pages 390-397
A Competitive Neural Network based on dipoles....Pages 398-405
An N-Parallel Multivalued Network: Applications to the Travelling Salesman Problem....Pages 406-413
Parallel ACS for weighted MAX-SAT....Pages 414-421
Learning to Generate Combinatorial Action Sequences Utilizing the Initial Sensitivity of Deterministic Dynamical Systems....Pages 422-429
BICONN: A Binary Competitive Neural Network....Pages 430-437
SASEGASA: An Evolutionary Algorithm for Retarding Premature Convergence by Self-Adaptive Selection Pressure Steering....Pages 438-445
Cooperative Ant Colonies for Solving the Maximum Weighted Satisfiability Problem....Pages 446-453
Designing a Phenotypic Distance Index for Radial Basis Function Neural Networks....Pages 454-461
The Antiquadrupolar Phase of the Biquadratic Neural Network....Pages 462-469
Co-Evolutionary Algorithm for RBF by Self- Organizing Population of neurons....Pages 470-477
Studying the Capacity of Grammatical Encoding to Generate FNN Architectures....Pages 478-485
Optimal Phasor Measurement Unit Placement using Genetic Algorithms....Pages 486-493
On the Evolutionary Inference of Temporal Boolean Networks....Pages 494-501
Specifying evolutionary algorithms in XML....Pages 502-509
Analysis of the Univariate Marginal Distribution Algorithm modeled by Markov chains....Pages 510-517
Node level crossover applied to neural network evolution....Pages 518-525
Genetic Search of Block-Based Structures of Dynamical Process Models....Pages 526-533
Visualization of Neural Net Evolution....Pages 534-541
Separable Recurrent Neural Networks Treated with Stochastic Velocities....Pages 542-549
Studying the Convergence of the CFA Algorithm....Pages 550-557
Auto-Adaptive Neural Network Tree Structure Based on Complexity Estimator....Pages 558-565
Intelligence and Computation: A View from Physiology....Pages 566-573
Image Understanding analysis at the Knowledge Level as a Design Task....Pages 574-581
Morphological Clustering of the SOM for Multi-dimensional Image Segmentation....Pages 582-589
Introducing Long Term Memory in an ANN based Multilevel Darwinist Brain....Pages 590-597
New Directions in Connectionist Language Modeling....Pages 598-605
Rules and Generalization Capacity Extraction from ANN with GP....Pages 606-613
Numerosity and the Consolidation of Episodic Memory....Pages 614-621
Rule Extraction from a Multilayer Feedforward Trained Network via Interval Arithmetic Inversion....Pages 622-629
Necessary First-Person Axioms of Neuroconsciousness....Pages 630-637
An Agent Based Approach of Collective Foraging....Pages 638-645
Hybrid Architecture Based on Support Vector Machines....Pages 646-653
A neural approach to extended logic programs....Pages 654-661
Solving SAT in Linear Time with a Neural-like Membrane System....Pages 662-669
An Exponential-Decay Synapse Integrated Circuit For Bio-inspired Neural Networks.....Pages 670-677
A high level synthesis of an auditory mechanical to neural transduction circuit.....Pages 678-685
Restriction Enzyme Computation....Pages 686-693
Neurally Inspired Mechanisms for the Dynamic Visual Attention Map Generation Task....Pages 694-701
A Model of Dynamic Visual Attention for Object Tracking in Natural Image Sequences....Pages 702-709
Neural competitive structures for segmentation based on motion features....Pages 710-717
Background Pixel Classification for Motion Detection in Video Image Sequences....Pages 718-725
COBRA: An Evolved Online Tool for Mammography Interpretation....Pages 726-733
CBA generated receptive fields implemented in a Facial expression recognition task....Pages 734-741
A Hybrid Face Detector based on an Asymmetrical Adaboost Cascade Detector and a Wavelet-Bayesian- Detector....Pages 742-749
Neural Net Generation of Facial Displays in Talking Heads....Pages 750-757