New Challenges on Bioinspired Applications: 4th International Work-conference on the Interplay Between Natural and Artificial Computation, IWINAC 2011, La Palma, Canary Islands, Spain, May 30 - June 3, 2011. Proceedings

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Springer Science & Business Media, 2011 - 486 pages
 

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Contents

Neuromorphic Detection of Vowel Representation Spaces
1
Influence of Its Components Sound Pressure and Noise Level
12
InnerHair Cells ParameterizedHardware Implementation for Personalized Auditory Nerve Stimulation
25
Semiautomatic Segmentation of the Medial Temporal Lobe Anatomical Structures
33
Analysis of Spect Brain Images Using Wilcoxon and Relative Entropy Criteria and Quadratic Multivariate Classifiers for the Diagnosis of Alzheimers ...
41
MRI Brain Image Segmentation with Supervised SOM and ProbabilityBased Clustering Method
49
Effective Diagnosis of Alzheimers Disease by Means of Distance Metric Learning and Random Forest
59
Distance Metric Learning as Feature Reduction Technique for the Alzheimers Disease Diagnosis
68
Study of Strength Tests with Computer Vision Techniques
257
Scaling Effects in Crossmodal Improvement of Visual Perception
267
Pattern Recognition Using a Recurrent Neural Network Inspired on the Olfactory Bulb
275
Experiments on Lattice Independent Component Analysis for Face Recognition
286
A Hyperheuristic Approach for Dynamic Enumeration Strategy Selection in Constraint Satisfaction
295
Genetic Algorithm for JobShop Scheduling with Operators
305
Bioinspired System in Automatic Speaker Recognition
315
A LowComplexity Technique
324

Brain Status Data Analysis by Sliding EMD
77
A Quantitative Study on Acupuncture Effects for Fighting Migraine Using SPECT Images
87
High Resolution Segmentation of CSF on Phase Contrast MRI
96
Exploration of LICA Detections in Resting State fMRI
104
Volumetric Assessment and Diagnosis of Mild Cognitive Impairment
112
Alzheimer Disease Classification on Diffusion Weighted Imaging Features
120
Future Applications with Diffusion Tensor Imaging
128
Monitoring Neurological Disease in Phonation
136
Group Formation for Minimizing Bullying Probability A Proposal Based on Genetic Algorithms
148
Performance at Different Levels of Sound Pressure and of Gaussian White Noise
157
Automatic Detection of Hypernasality in Children
167
Characterization of Focal Seizures in Scalp Electroencephalograms Based on Energy of Signal and TimeFrequency Analysis
175
An Optimized Framework to Model Vertebrate Retinas
185
An Expandable Hardware Platform for Implementation of CNNBased Applications
195
Classification of Welding Defects in Radiographic Images Using an AdaptiveNetworkBased Fuzzy System
205
Reinforcement Learning Techniques for the Control of WasteWater Treatment Plants
215
Genetic Programming for Prediction of Water Flow and Transport of Solids in a Basin
223
Comparing Elastic Alignment Algorithms for the OffLine Signature Verification Problem
233
A Fuzzy Cognitive Maps Modeling Learning and Simulation Framework for Studying Complex System
243
AdaBoost Face Detection on the GPU Using HaarLike Features
333
Fuzzy ARTMAP Based Neural Networks on the GPU for HighPerformance Pattern Recognition
343
Bioinspired Color Image Segmentation on the GPU BioSPCIS
353
Simulating a RockScissorsPaper Bacterial Game with a Discrete Cellular Automaton
363
Mobile Robot Localization through Identifying Spatial Relations from Detected Corners
371
Improving the Accuracy of a TwoStage Algorithm in Evolutionary Product Unit Neural Networks for Classification by Means of Feature Selection
381
Knowledge Living on the Web KLW
391
Local Context Discrimination in Signature Neural Networks
400
Spider Recognition by Biometric Web Analysis
409
A Prediction Model to Diabetes Using Artificial Metaplasticity
418
Band Correction in Random Amplified Polymorphism DNA Images Using Hybrid Genetic Algorithms with Multilevel Thresholding
426
Discrimination of Epileptic Events Using EEG Rhythm Decomposition
436
Methodology for Attention DeficitHyperactivity Disorder Detection by Means of EventRelated Potentials
445
Methodology for Epileptic Episode Detection Using ComplexityBased Features
454
Segmentation of the Carotid Artery in Ultrasound Images Using Neural Networks
463
Tools for Controlled Experiments and Calibration on Living Tissues Cultures
472
Author Index
483
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