Bio-inspired Modeling of Cognitive Tasks: Second International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2007, La Manga del Mar Menor, Spain, June 18-21, 2007, Proceedings, Part I

Front Matter....Pages -
Neural Networks and Quantum Neurology: Speculative Heuristic Towards the Architecture of Psychism....Pages 1-20
Physical Basis of Quantum Computation and Cryptography....Pages 21-30
Brain Organization and Computation....Pages 31-40
Concepts and Models for the Future Generation of Emotional and Intelligent Systems....Pages 41-50
Modeling Consciousness for Autonomous Robot Exploration....Pages 51-60
An Insect-Inspired Active Vision Approach for Orientation Estimation with Panoramic Images....Pages 61-70
Natural Interaction with a Robotic Head....Pages 71-80
A Network of Interneurons Coupled by Electrical Synapses Behaves as a Coincidence Detector....Pages 81-89
A Computational Structure for Generalized Visual Space-Time Chromatic Processing....Pages 90-95
Physiological Laws of Sensory Visual System in Relation to Scaling Power Laws in Biological Neural Networks....Pages 96-102
ANF Stochastic Low Rate Stimulation....Pages 103-112
Functional Identification of Retinal Ganglion Cells Based on Neural Population Responses....Pages 113-123
Towards a Neural-Networks Based Therapy for Limbs Spasticity....Pages 124-131
A Bio-inspired Architecture for Cognitive Audio....Pages 132-142
An Adaptable Multichannel Architecture for Cortical Stimulation....Pages 143-152
Spiking Neural P Systems. Power and Efficiency....Pages 153-169
Solving Subset Sum in Linear Time by Using Tissue P Systems with Cell Division....Pages 170-179
On a Păun’s Conjecture in Membrane Systems....Pages 180-192
A Parallel DNA Algorithm Using a Microfluidic Device to Build Scheduling Grids....Pages 193-202
P System Models of Bistable, Enzyme Driven Chemical Reaction Networks....Pages 203-213
A Novel Improvement of Neural Network Classification Using Further Division of Partition Space....Pages 214-223
Morphisms of ANN and the Computation of Least Fixed Points of Semantic Operators....Pages 224-233
Predicting Human Immunodeficiency Virus (HIV) Drug Resistance Using Recurrent Neural Networks....Pages 234-243
Error Weighting in Artificial Neural Networks Learning Interpreted as a Metaplasticity Model....Pages 244-252
A First Approach to Birth Weight Prediction Using RBFNNs....Pages 253-260
Filtering Documents with a Hybrid Neural Network Model....Pages 261-271
A Single Layer Perceptron Approach to Selective Multi-task Learning....Pages 272-281
Multi-task Neural Networks for Dealing with Missing Inputs....Pages 282-291
Theoretical Study on the Capacity of Associative Memory with Multiple Reference Points....Pages 292-302
Classification and Diagnosis of Heart Sounds and Murmurs Using Artificial Neural Networks....Pages 303-312
Requirements for Machine Lifelong Learning....Pages 313-319
Multitask Learning with Data Editing....Pages 320-326
Efficient BP Algorithms for General Feedforward Neural Networks....Pages 327-336
Coefficient Structure of Kernel Perceptrons and Support Vector Reduction....Pages 337-345
The Max-Relevance and Min-Redundancy Greedy Bayesian Network Learning Algorithm....Pages 346-356
On Affect and Self-adaptation: Potential Benefits of Valence-Controlled Action-Selection....Pages 357-366
Detecting Anomalous Traffic Using Statistical Discriminator and Neural Decisional Motor....Pages 367-376
A Learning Based Widrow-Hoff Delta Algorithm for Noise Reduction in Biomedical Signals....Pages 377-386
Hopfield Neural Network and Boltzmann Machine Applied to Hardware Resource Distribution on Chips....Pages 387-396
A New Rough Set Reduct Algorithm Based on Particle Swarm Optimization....Pages 397-406
Use of Kohonen Maps as Feature Selector for Selective Attention Brain-Computer Interfaces....Pages 407-415
Nature-Inspired Congestion Control: Using a Realistic Predator-Prey Model....Pages 416-426
EDNA: Estimation of Dependency Networks Algorithm....Pages 427-436
Grammar-Guided Neural Architecture Evolution....Pages 437-446
Evolutionary Combining of Basis Function Neural Networks for Classification....Pages 447-456
Non-linear Robust Identification: Application to a Thermal Process....Pages 457-466
Gaining Insights into Laser Pulse Shaping by Evolution Strategies....Pages 467-477
Simulated Evolution of the Adaptability of the Genetic Code Using Genetic Algorithms....Pages 478-487
GCS with Real-Valued Input....Pages 488-497
A Study on Genetic Algorithms for the DARP Problem....Pages 498-507
Optimization of the Compression Parameters of a Phonocardiographic Telediagnosis System Using Genetic Algorithms....Pages 508-517
An Integrated Resolution of Joint Production and Maintenance Scheduling Problem in Hybrid Flowshop....Pages 518-527
Improving Cutting-Stock Plans with Multi-objective Genetic Algorithms....Pages 528-537
Sensitivity Analysis for the Job Shop Problem with Uncertain Durations and Flexible Due Dates....Pages 538-547
Comparative Study of Meta-heuristics for Solving Flow Shop Scheduling Problem Under Fuzziness....Pages 548-557
Fusion of Neural Gas....Pages 558-567
Decision Making Graphical Tool for Multiobjective Optimization Problems....Pages 568-577
Electromagnetic Interference Reduction in Electronic Systems Cabinets by Means of Genetic Algorithms Design....Pages 578-586
Evolutionary Tool for the Incremental Design of Controllers for Collective Behaviors....Pages 587-596
A Possibilistic Approach for Mining Uncertain Temporal Relations from Diagnostic Evolution Databases....Pages 597-606
Temporal Abstraction of States Through Fuzzy Temporal Constraint Networks....Pages 607-616
Spieldose: An Interactive Genetic Software for Assisting to Music Composition Tasks....Pages 617-626
Back Matter....Pages -