Brain Informatics

.- Cognitive and Computational Foundations of Brain Science.

.- Gossamer: Scaling Image Processing and Reconstruction to Whole Brains.

.- Comparison of Haloperidol- Versus Phenazepam-induced Anxiolytic Effect on Rodent Behavior.

.- Effect of Temporal Correlation on Motion Direction Flips in Bistable Stimuli.

.- Unveiling the Role of Memory in Shaping Visual Perception: Empirical Insights.

.- An Auxiliary Diagnosis Method for Mild Cognitive Impairment Based on Structural Magnetic Resonance Image.

.- The Role of Executive Functions in Emotional Coregulation: Insights from an Adaptive Network Model.

.- Identification and Evaluation of Multimodal Connectomics in Early Alzheimer's Dementia.

.- Investigations of Human Information Processing Systems.

.- Multiscale Temporal-convolution and Attention improved Neural Network for Biased Mental State Recognition.

.- Sleep Apnea Detection from Single-lead ECG Signal using Hybrid Deep CNN.

.- When Sexy Avatars Get Weird: How Brain Asymmetry and Oculomotor Dynamics Navigate the Uncanny.

.- Developing a Multi-Site Hyperscanning Procedure for Investigating Interbrain Synchrony Underlying Remote Social Interaction.

.- Dual-Structural Representation Learning with Attention-Based Graph Fusion for Hierarchical MCI-AD Diagnosis.

.- Neurocomputational Modelling of EEG Connectivity: Links Between Depression, Inflammation, and Gut Microbiome.

.- Brain Big Data Analytics, Curation and Management.

.- Design of an Iterative Method for Integrating Multi-Omic Data and Clinical Insights in Brain Disease Research.

.- Multimodal Physiological Signal Analysis using Attention-Based Feature and Model Fusion.

.- Topological and Graph Theoretical Analysis of Dynamic Functional Connectivity for Autism Spectrum Disorder.

.- Deep Learning Methods to Evaluate Privacy and Quality of Skull-Stripped Brain Image.

.- Topological Inference for Seizure Lateralization.

.- Explainable GRU with Hybrid Attention and Memory-Augmented Network (xGRAM) for Cell Types Classification in Alzheimer's Disease Using Single-Nucleus Transcriptomics.

.- BRAINEX: A Systematic Framework for CNN Models Evaluation and XAI Methods Comparison in Brain Age Prediction.

.- Replication of the Hermann Grid Illusion By U-Net Deep Learning Architecture Performing Deblurring: A Low-Level Visual Task.

.- SmartStitcher: A Terabyte-level 3D Microscopic Image Stitching Tool Based on Mixed-Max-Resolution.

.- Informatics Paradigms for Brain and Mental Health Research.

.- A Comparison of ANN-Optimization and Logistic Regression? - An Example of the Acceptance of EEG Devices.

.- The Dynamics of Epigenetic Influence in Insomnia: A Higher-Order Adaptive Modeling Perspective.

.- Higher-order Adaptive Dynamical System Modeling for the Role of Environmental Neurotoxic Pesticide Paraquat on the Epigenetics of Neurodegeneration in N27 Dopaminergic Cells.

.- Advancing Mental Health Problems with Machine Learning and Genetic Algorithms for Anxiety Classification in Bangladeshi University Students.

.- Empirical Insights into the Value of a Novel Compositional Data Approach for Analyzing Bipolar Likert Scale Data.

.- From Alzheimer's Disease to Frontotemporal Dementia: Transfer Learning in EEG-based Diagnosis of Dementia.

.- Brain-Machine Intelligence and Brain-Inspired Computing.

.- A Novel Class Incremental Learning Method via Multi-granularity Balance Inspired by Human Granular Cognition Mechanism.

.- A Computational Model for Estimating NMDA Properties from Local Field Potential Spectra.

.- Modelleyen: Continual Learning and Planning via Structured Modelling of Environment Dynamics.

.- Evaluating the Potential of Low-Cost BCI Devices for Online Classification of Four-Class Motor Imagery States.

.- Gradient Ascent Activity-based Credit Assignment with History-dependent Reward.

.- EEG Biomarkers based on Microstates and RQA.

.- Evaluating Feature Importance in the Context of Simulation-Based Inference for Cortical Circuit Parameter Estimation.