Natural and Artificial Computation for Biomedicine and Neuroscience: International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Corunna, Spain, June 19-23, 2017, Proceedings, Part I

Front Matter....Pages I-XXII
Front Matter....Pages 1-1
Robot’s and Human’s Self: A Computational Perspective....Pages 3-9
A Neurologically Inspired Network Model for Graziano’s Attention Schema Theory for Consciousness....Pages 10-21
Multilevel Darwinist Brain: Context Nodes in a Network Memory Inspired Long Term Memory....Pages 22-31
Motivational Engine for Cognitive Robotics in Non-static Tasks....Pages 32-42
Front Matter....Pages 43-43
Execution of Written Tasks by a Biologically-Inspired Artificial Brain....Pages 45-52
A Cognitive Architecture Framework for Critical Situation Awareness Systems....Pages 53-62
A Conductance-Based Neuronal Network Model for Color Coding in the Primate Foveal Retina....Pages 63-74
Simulative Models to Understand Numerical Cognition....Pages 75-84
Restoration Model for Attenuated Low Spatial Frequencies in the Retinal Output....Pages 85-94
Assessment and Comparison of Evolutionary Algorithms for Tuning a Bio-Inspired Retinal Model....Pages 95-104
Front Matter....Pages 105-105
Efficient Localization in Edge Detection by Adapting Articial Bee Colony (ABC) Algorithm....Pages 107-114
Electric Vehicle Charging Scheduling Using an Artificial Bee Colony Algorithm....Pages 115-124
Protein Folding Modeling with Neural Cellular Automata Using the Face-Centered Cubic Model....Pages 125-134
A Memetic Algorithm for Due-Date Satisfaction in Fuzzy Job Shop Scheduling....Pages 135-145
Indicator-Based Evolutionary Level Set Approximation: Mixed Mutation Strategy and Extended Analysis....Pages 146-159
Genetic Algorithm for Scheduling Charging Times of Electric Vehicles Subject to Time Dependent Power Availability....Pages 160-169
Simulation of a Dynamic Prey-Predator Spatial Model Based on Cellular Automata Using the Behavior of the Metaheuristic African Buffalo Optimization....Pages 170-180
Front Matter....Pages 181-181
An Innovative Tool to Create Neurofeedback Games for ADHD Treatment....Pages 183-192
Conditional Entropy Estimates for Distress Detection with EEG Signals....Pages 193-202
Nonlinear Symbolic Assessment of Electroencephalographic Recordings for Negative Stress Recognition....Pages 203-212
Front Matter....Pages 181-181
Recent Advances and Challenges in Nonlinear Characterization of Brain Dynamics for Automatic Recognition of Emotional States....Pages 213-222
Towards Assistive Solutions for People with Central Vision Loss....Pages 223-232
Performance of Predicting Surface Quality Model Using Softcomputing, a Comparative Study of Results....Pages 233-242
Front Matter....Pages 243-243
Temporal Dynamics of Human Emotions: An Study Combining Images and Music....Pages 245-253
Memory Effect in Expressed Emotions During Long Term Group Interactions....Pages 254-264
Setting the Parameters for an Accurate EEG (Electroencephalography)-Based Emotion Recognition System....Pages 265-273
Exploring the Physiological Basis of Emotional HRI Using a BCI Interface....Pages 274-285
Front Matter....Pages 287-287
Preliminary Study on Unilateral Sensorineural Hearing Loss Identification via Dual-Tree Complex Wavelet Transform and Multinomial Logistic Regression....Pages 289-297
On a Heavy-Tailed Intensity Normalization of the Parkinson’s Progression Markers Initiative Brain Database....Pages 298-304
Case-Based Statistical Learning: A Non Parametric Implementation Applied to SPECT Images....Pages 305-313
PET Image Classification Using HHT-Based Features Through Fractal Sampling....Pages 314-323
A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson’s Disease....Pages 324-333
Non-linear Covariance Estimation for Reconstructing Neural Activity with MEG/EEG Data....Pages 334-344
Automatic Separation of Parkinsonian Patients and Control Subjects Based on the Striatal Morphology....Pages 345-352
Emotion Assessment Based on Functional Connectivity Variability and Relevance Analysis....Pages 353-362
MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis....Pages 363-373
Influence of Population Dependent Forward Models on Distributed EEG Source Reconstruction....Pages 374-383
Influence of Anisotropic Blood Vessels Modeling on EEG Source Localization....Pages 384-393
Brain White Matter Lesion Segmentation with 2D/3D CNN....Pages 394-403
Circadian Modulation of Sleep-Wake Dynamics Evaluated by Transition Probabilities....Pages 404-415
Front Matter....Pages 287-287
EEG Source Imaging Based on Dynamic Sparse Coding as ADHD Biomarker....Pages 416-425
Identification of Nonstationary Brain Networks Using Time-Variant Autoregressive Models....Pages 426-434
Detection of EEG Dynamic Changes Due to Stimulus-Related Activity in Motor Imagery Recordings....Pages 435-443
Sleep Stages Clustering Using Time and Spectral Features of EEG Signals....Pages 444-455
Segment Clustering for Holter Recordings Analysis....Pages 456-463
Towards a Deep Learning Model of Retina: Retinal Neural Encoding of Color Flash Patterns....Pages 464-472
Back Matter....Pages 473-476