Neural Approaches to Dynamics of Signal Exchanges

Table of Contents

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   Book Overview
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   Chapter 1 Some Note on Artificial Intelligence
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   Chapter 2 Music Genre Classification Using Stacked Auto-Encoders
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   Chapter 3 Linear Artificial Forces for Human Dynamics in Complex Contexts
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   Chapter 4 Convolutional Recurrent Neural Networks and Acoustic Data Augmentation for Snore Detection
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   Chapter 5 Italian Text Categorization with Lemmatization and Support Vector Machines
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   Chapter 6 SOM-Based Analysis of Volcanic Rocks: An Application to Somma–Vesuvius and Campi Flegrei Volcanoes (Italy)
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   Chapter 7 Toward an Automatic Classification of SEM Images of Nanomaterials via a Deep Learning Approach
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   Chapter 8 An Effective Fuzzy Recommender System for Fund-raising Management
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    Chapter 9 Reconstruction, Optimization and Quality Check of Microsoft HoloLens-Acquired 3D Point Clouds
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    Chapter 10 The “Probabilistic Rand Index”: A Look from Some Different Perspectives
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    Chapter 11 Dimension Reduction Techniques in a Brain–Computer Interface Application
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    Chapter 12 Blind Source Separation Using Dictionary Learning in Wireless Sensor Network Scenario
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    Chapter 13 A Comparison of Apache Spark Supervised Machine Learning Algorithms for DNA Splicing Site Prediction
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    Chapter 14 Recurrent ANNs for Failure Predictions on Large Datasets of Italian SMEs
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    Chapter 15 Inverse Classification for Military Decision Support Systems
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    Chapter 16 Simultaneous Learning of Fuzzy Sets
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    Chapter 17 Trees in the Real Field
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    Chapter 18 Graded Possibilistic Meta Clustering
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    Chapter 19 Probing a Deep Neural Network
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    Chapter 20 Neural Epistemology in Dynamical System Learning
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    Chapter 21 Assessing Discriminating Capability of Geometrical Descriptors for 3D Face Recognition by Using the GH-EXIN Neural Network
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    Chapter 22 Growing Curvilinear Component Analysis (GCCA) for Stator Fault Detection in Induction Machines
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    Chapter 23 A Neural Based Comparative Analysis for Feature Extraction from ECG Signals
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    Chapter 24 A Multi-modal Tool Suite for Parkinson’s Disease Evaluation and Grading
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    Chapter 25 CNN-Based Prostate Zonal Segmentation on T2-Weighted MR Images: A Cross-Dataset Study
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    Chapter 26 Understanding Cancer Phenomenon at Gene Expression Level by using a Shallow Neural Network Chain
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    Chapter 27 Infinite Brain MR Images: PGGAN-Based Data Augmentation for Tumor Detection
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    Chapter 28 DNA Microarray Classification: Evolutionary Optimization of Neural Network Hyper-parameters
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    Chapter 29 Evaluation of a Support Vector Machine Based Method for Crohn’s Disease Classification
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    Chapter 30 Seniors’ Appreciation of Humanoid Robots
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    Chapter 31 The Influence of Personality Traits on the Measure of Restorativeness in an Urban Park: A Multisensory Immersive Virtual Reality Study
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    Chapter 32 Linguistic Repetition in Three-Party Conversations
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    Chapter 33 An Experiment on How Naïve People Evaluate Interruptions as Effective, Unpleasant and Influential
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    Chapter 34 Analyzing Likert Scale Inter-annotator Disagreement
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    Chapter 35 PySiology: A Python Package for Physiological Feature Extraction
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    Chapter 36 Effect of Sensor Density on eLORETA Source Localization Accuracy
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    Chapter 37 To the Roots of the Sense of Self: Proposals for a Study on the Emergence of Body Awareness in Early Infancy Through a Deep Learning Method
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    Chapter 38 Performance of Articulation Kinetic Distributions Vs MFCCs in Parkinson’s Detection from Vowel Utterances
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    Chapter 39 From “Mind and Body” to “Mind in Body”: A Research Approach for a Description of Personality as a Functional Unit of Thoughts, Behaviours and Affective States
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    Chapter 40 Online Handwriting and Signature Normalization and Fusion in a Biometric Security Application
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    Chapter 41 Data Insights and Classification in Multi-sensor Database for Cervical Injury
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    Chapter 42 Estimating the Asymmetry of Brain Network Organization in Stroke Patients from High-Density EEG Signals
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    Chapter 43 Preliminary Study on Biometric Recognition Based on Drawing Tasks
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    Chapter 44 Exploring the Relationship Between Attention and Awareness. Neurophenomenology of the Centroencephalic Space of Functional Integration
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    Chapter 45 Decision-Making Styles in an Evolutionary Perspective
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    Chapter 46 The Unaware Brain: The Role of the Interconnected Modal Matrices in the Centrencephalic Space of Functional Integration