Brain Informatics

Chapter 1 An Adaptive Computational Fear-Avoidance Model Applied to Genito-Pelvic Pain/Penetration Disorder

Chapter 2 Are We Producing Narci-nials? An Adaptive Agent Model for Parental Influence

Chapter 3 A Systematic Assessment of Feature Extraction Methods for Robust Prediction of Neuropsychological Scores from Functional Connectivity Data

Chapter 4 The Effect of Loss-Aversion on Strategic Behaviour of Players in Divergent Interest Tacit Coordination Games

Chapter 5 Effect of the Gamma Entrainment Frequency in Pertinence to Mood, Memory and Cognition

Chapter 6 Temporal-Spatial-Spectral Investigation of Brain Network Dynamics in Human Speech Perception

Chapter 7 Precise Estimation of Resting State Functional Connectivity Using Empirical Mode Decomposition

Chapter 8 3D DenseNet Ensemble in 4-Way Classification of Alzheimer’s Disease

Chapter 9 Dynamic Functional Connectivity Captures Individuals’ Unique Brain Signatures

Chapter 10 Differential Effects of Trait Empathy on Functional Network Centrality

Chapter 11 Classification of PTSD and Non-PTSD Using Cortical Structural Measures in Machine Learning Analyses—Preliminary Study of ENIGMA-Psychiatric Genomics Consortium PTSD Workgroup

Chapter 12 Segmentation of Brain Tumor Tissues in Multi-channel MRI Using Convolutional Neural Networks

Chapter 13 Resolving Neuroscience Questions Using Ontologies and Templates

Chapter 14 Machine Learning in Analysing Invasively Recorded Neuronal Signals: Available Open Access Data Sources

Chapter 15 Automatic Detection of Epileptic Waves in Electroencephalograms Using Bag of Visual Words and Machine Learning

Chapter 16 UPDRS Label Assignment by Analyzing Accelerometer Sensor Data Collected from Conventional Smartphones

Chapter 17 Effectiveness of Employing Multimodal Signals in Removing Artifacts from Neuronal Signals: An Empirical Analysis

Chapter 18 A Machine Learning Based Fall Detection for Elderly People with Neurodegenerative Disorders

Chapter 19 Machine Learning Based Early Fall Detection for Elderly People with Neurological Disorder Using Multimodal Data Fusion

Chapter 20 A Computational Model for Simultaneous Employment of Multiple Emotion Regulation Strategies

Chapter 21 Deep LSTM Recurrent Neural Network for Anxiety Classification from EEG in Adolescents with Autism

Chapter 22 Improving Alcoholism Diagnosis: Comparing Instance-Based Classifiers Against Neural Networks for Classifying EEG Signal

Chapter 23 A Monitoring System for Patients of Autism Spectrum Disorder Using Artificial Intelligence

Chapter 24 Artificial and Internet of Healthcare Things Based Alzheimer Care During COVID 19

Chapter 25 Towards Artificial Intelligence Driven Emotion Aware Fall Monitoring Framework Suitable for Elderly People with Neurological Disorder

Chapter 26 Speech Emotion Recognition in Neurological Disorders Using Convolutional Neural Network

Chapter 27 Towards Improved Detection of Cognitive Performance Using Bidirectional Multilayer Long-Short Term Memory Neural Network

Chapter 28 Comparative Study of Wet and Dry Systems on EEG-Based Cognitive Tasks

Chapter 29 Recall Performance Improvement in a Bio-Inspired Model of the Mammalian Hippocampus

Chapter 30 Canonical Retina-to-Cortex Vision Model Ready for Automatic Differentiation

Chapter 31 An Optimized Self-adjusting Model for EEG Data Analysis in Online Education Processes

Chapter 32 Sequence Learning in Associative Neuronal-Astrocytic Networks

Chapter 33 EEG Based Sleep-Wake Classification Using JOPS Algorithm