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Brain Informatics

Overview of attention for book
Cover of 'Brain Informatics'

Table of Contents

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    Book Overview
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    Chapter 1 Gossamer: Scaling Image Processing and Reconstruction to Whole Brains
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    Chapter 2 Comparison of Haloperidol- Versus Phenazepam- Induced Anxiolytic Effect on Rodent Behavior
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    Chapter 3 Effect of Temporal Correlation on Motion Direction Flips in Bistable Stimuli
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    Chapter 4 Unveiling the Role of Memory in Shaping Visual Perception: Empirical Insights
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    Chapter 5 An Auxiliary Diagnosis Method for Mild Cognitive Impairment Based on Structural Magnetic Resonance Image
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    Chapter 6 The Role of Executive Functions in Emotional Coregulation: Insights from an Adaptive Network Model
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    Chapter 7 Identification and Evaluation of Multimodal Connectomics in Early Alzheimer’s Dementia
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    Chapter 8 Multiscale Temporal-Convolution and Attention Improved Neural Network for Biased Mental State Recognition
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    Chapter 9 Sleep Apnea Detection from Single-Lead ECG Signal Using Hybrid Deep CNN
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    Chapter 10 When Sexy Avatars Get Weird: How Brain Asymmetry and Oculomotor Dynamics Navigate the Uncanny
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    Chapter 11 Developing a Multi-site Hyperscanning Procedure for Investigating Interbrain Synchrony Underlying Remote Social Interaction
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    Chapter 12 Dual-Structural Representation Learning with Attention-Based Graph Fusion for Hierarchical MCI-AD Diagnosis
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    Chapter 13 Neurocomputational Modelling of EEG Connectivity: Links Between Depression, Inflammation, and Gut-Microbiome
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    Chapter 14 Design of an Iterative Method for Integrating Multi-omic Data and Clinical Insights in Brain Disease Research
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    Chapter 15 Multimodal Physiological Signal Analysis Using Attention-Based Feature and Model Fusion
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    Chapter 16 Topological and Graph Theoretical Analysis of Dynamic Functional Connectivity for Autism Spectrum Disorder
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    Chapter 17 Deep Learning Methods to Evaluate Privacy and Quality of Skull-Stripped Brain Images
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    Chapter 18 Topological Inference for Seizure Lateralization
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    Chapter 19 Explainable Gated Recurrent Unit with Hybrid Attention and Memory-Augmented Network for Cell Types Classification in Alzheimer’s Disease Using Single-Nucleus Transcriptomics
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    Chapter 20 BRAINEX: A Systematic Framework for CNN Models Evaluation and XAI Methods Comparison in Brain Age Prediction
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    Chapter 21 Replication of the Hermann Grid Illusion by U-Net Deep Learning Architecture Performing Deblurring: A Low-Level Visual Task
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    Chapter 22 SmartStitcher: A Terabyte-Level 3D Microscopic Image Stitching Tool Based on Mixed-Max-Resolution
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    Chapter 23 A Comparison of ANN-Optimization and Logistic Regression? – An Example of the Acceptance of EEG Devices
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    Chapter 24 The Dynamics of Epigenetic Influence in Insomnia: A Higher-Order Adaptive Modeling Perspective
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    Chapter 25 Higher-Order Adaptive Dynamical System Modeling for the Role of Environmental Neurotoxic Pesticide Paraquat on the Epigenetics of Neurodegeneration in N27 Dopaminergic Cells
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    Chapter 26 Advancing Mental Health Problems with Machine Learning and Genetic Algorithms for Anxiety Classification in Bangladeshi University Students
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    Chapter 27 Empirical Insights into the Value of a Novel Compositional Data Approach for Analyzing Bipolar Likert Scale Data
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    Chapter 28 From Alzheimer’s Disease to Frontotemporal Dementia: Transfer Learning in EEG-Based Diagnosis of Dementia
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    Chapter 29 A Novel Class Incremental Learning Method via Multi-granularity Balance Inspired by Human Granular Cognition Mechanism
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    Chapter 30 A Computational Model for Estimating NMDA Properties from Local Field Potential Spectra
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    Chapter 31 Modelleyen: Continual Learning and Planning via Structured Modelling of Environment Dynamics
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    Chapter 32 Evaluating the Potential of Low-Cost BCI Devices for Online Classification of Four-Class Motor Imagery States
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    Chapter 33 Gradient Ascent Activity-Based Credit Assignment with History-Dependent Reward
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    Chapter 34 EEG Biomarkers Based on Microstates and RQA
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    Chapter 35 Evaluating Feature Importance in the Context of Simulation-Based Inference for Cortical Circuit Parameter Estimation
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Title
Brain Informatics
Published by
Springer Nature Singapore, April 2025
DOI 10.1007/978-981-96-3294-7
ISBNs
978-9-81-963293-0, 978-9-81-963294-7
Editors

Itthipuripat, Sirawaj, Ascoli, Giorgio A., Li, Anan, Pat, Narun, Kuai, Hongzhi

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