Brain Informatics

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Emotion Recognition Based on Gramian Encoding Visualization
3. Altmetric Badge
   Chapter 2 EEG Based Brain Mapping by Using Frequency-Spatio-Temporal Constraints
4. Altmetric Badge
   Chapter 3 An EEG-Based Emotion Recognition Model with Rhythm and Time Characteristics
5. Altmetric Badge
   Chapter 4 Influence of Realistic Head Modeling on EEG Forward Problem
6. Altmetric Badge
   Chapter 5 Computational Model for Reward-Based Generation and Maintenance of Motivation
7. Altmetric Badge
   Chapter 6 Current Design with Minimum Error in Transcranial Direct Current Stimulation
8. Altmetric Badge
   Chapter 7 Assessment of Source Connectivity for Emotional States Discrimination
9. Altmetric Badge
   Chapter 8 Rich Dynamics Induced by Synchronization Varieties in the Coupled Thalamocortical Circuitry Model
10. Altmetric Badge
    Chapter 9 Humans Have a Distributed, Molecular Long-Term Memory
11. Altmetric Badge
    Chapter 10 Functional Connectivity Analysis Using the Oddball Auditory Paradigm for Attention Tasks
12. Altmetric Badge
    Chapter 11 Perspective Taking vs Mental Rotation: CSP-Based Single-Trial Analysis for Cognitive Process Disambiguation
13. Altmetric Badge
    Chapter 12 Using the Partial Directed Coherence to Understand Brain Functional Connectivity During Movement Imagery Tasks
14. Altmetric Badge
    Chapter 13 Combining fMRI Data and Neural Networks to Quantify Contextual Effects in the Brain
15. Altmetric Badge
    Chapter 14 Network Analysis of Brain Functional Connectivity in Mental Arithmetic Using Task-Evoked fMRI
16. Altmetric Badge
    Chapter 15 The Astrocytic Microdomain as a Generative Mechanism for Local Plasticity
17. Altmetric Badge
    Chapter 16 Determining the Optimal Number of MEG Trials: A Machine Learning and Speech Decoding Perspective
18. Altmetric Badge
    Chapter 17 Use of Temporal Attributes in Detection of Functional Areas in Basal Ganglia
19. Altmetric Badge
    Chapter 18 Influence of Time-Series Extraction on Binge Drinking Interpretability Using Functional Connectivity Analysis
20. Altmetric Badge
    Chapter 19 Regularized State Observers for Source Activity Estimation
21. Altmetric Badge
    Chapter 20 Distributional Representation for Resting-State Functional Brain Connectivity Analysis
22. Altmetric Badge
    Chapter 21 Deep Neural Networks for Automatic Classification of Anesthetic-Induced Unconsciousness
23. Altmetric Badge
    Chapter 22 Efficient and Automatic Subspace Relevance Determination via Multiple Kernel Learning for High-Dimensional Neuroimaging Data
24. Altmetric Badge
    Chapter 23 Improving SNR and Reducing Training Time of Classifiers in Large Datasets via Kernel Averaging
25. Altmetric Badge
    Chapter 24 Automatic Recognition of Resting State fMRI Networks with Dictionary Learning
26. Altmetric Badge
    Chapter 25 Simultaneous EEG Analysis and Feature Extraction Selection Based on Unsupervised Learning
27. Altmetric Badge
    Chapter 26 Construction of Sparse Weighted Directed Network (SWDN) from the Multivariate Time-Series
28. Altmetric Badge
    Chapter 27 Preference Prediction Based on Eye Movement Using Multi-layer Combinatorial Fusion
29. Altmetric Badge
    Chapter 28 A Multilayer Network Approach for Studying Creative Ideation from EEG
30. Altmetric Badge
    Chapter 29 Estimating Latent Brain Sources with Low-Rank Representation and Graph Regularization
31. Altmetric Badge
    Chapter 30 Analysis of Epileptic Activity Based on Brain Mapping of EEG Adaptive Time-Frequency Decomposition
32. Altmetric Badge
    Chapter 31 Resting State EEG Based Depression Recognition Research Using Deep Learning Method
33. Altmetric Badge
    Chapter 32 Tensor Decomposition for Neurodevelopmental Disorder Prediction
34. Altmetric Badge
    Chapter 33 Feature Selection and Imbalanced Data Handling for Depression Detection
35. Altmetric Badge
    Chapter 34 Deep Convolutional Neural Networks for Automated Diagnosis of Alzheimer’s Disease and Mild Cognitive Impairment Using 3D Brain MRI
36. Altmetric Badge
    Chapter 35 Evaluating Mental Health Encounters in mTBI: Identifying Patient Subgroups and Recommending Personalized Treatments
37. Altmetric Badge
    Chapter 36 DeepDx: A Deep Learning Approach for Predicting the Likelihood and Severity of Symptoms Post Concussion
38. Altmetric Badge
    Chapter 37 Automatic Detection of Epileptic Spike in EEGs of Children Using Matched Filter
39. Altmetric Badge
    Chapter 38 fASSERT: A Fuzzy Assistive System for Children with Autism Using Internet of Things
40. Altmetric Badge
    Chapter 39 ADEPTNESS: Alzheimer’s Disease Patient Management System Using Pervasive Sensors - Early Prototype and Preliminary Results
41. Altmetric Badge
    Chapter 40 Uncovering Dynamic Functional Connectivity of Parkinson’s Disease Using Topological Features and Sparse Group Lasso
42. Altmetric Badge
    Chapter 41 The Effect of Culture and Social Orientation on Player’s Performances in Tacit Coordination Games
43. Altmetric Badge
    Chapter 42 Self-programming Robots Boosted by Neural Agents
44. Altmetric Badge
    Chapter 43 EEG-Based Subjects Identification Based on Biometrics of Imagined Speech Using EMD
45. Altmetric Badge
    Chapter 44 Simulating Phishing Email Processing with Instance-Based Learning and Cognitive Chunk Activation
46. Altmetric Badge
    Chapter 45 Sparse Sampling and Fully-3D Fast Total Variation Based Imaging Reconstruction for Chemical Shift Imaging in Magnetic Resonance Spectroscopy
47. Altmetric Badge
    Chapter 46 An Auto TCD Probe Design and Visualization