Research Articles
Reliability, Lifetime Dynamics, and State Switching: A Comprehensive Guide to LEiDA Metrics in Neuroimaging and Clinical Research
This article provides a detailed exploration of the LEiDA (Leading Eigenvector Dynamics Analysis) framework for analyzing time-resolved functional brain networks.
The Ultimate Guide to ICC in fMRI: A Comprehensive Framework for Researchers and Drug Developers
This guide provides a complete, up-to-date roadmap for implementing and validating Intraclass Correlation Coefficient (ICC) analysis in functional Magnetic Resonance Imaging (fMRI) research.
A Practical Guide to ICA for Ocular Artifact Removal in EEG: From Theory to Validation for Research and Clinical Applications
This comprehensive tutorial provides researchers, scientists, and drug development professionals with a complete framework for implementing Independent Component Analysis (ICA) to remove ocular artifacts from electrophysiological data.
High-Definition tDCS: Achieving Spatial Precision for Advanced Cognitive Neuroscience Research
This article provides a comprehensive guide to High-Definition Transcranial Direct Current Stimulation (HD-tDCS) montages for researchers and biomedical professionals.
Decoding Brain Dynamics: A Practical Guide to Gaussian Process Factor Analysis for Neural Trajectories in Biomedical Research
This article provides a comprehensive resource for researchers, scientists, and drug development professionals on Gaussian Process Factor Analysis (GPFA) for analyzing neural population dynamics, or 'neural trajectories.' It first establishes...
GLM vs. Traditional SNR in Neural Data Analysis: A Quantitative Revolution in Neuroscience and Drug Discovery
This article provides a comprehensive comparison between Generalized Linear Models (GLMs) and traditional Signal-to-Noise Ratio (SNR) measures for analyzing neuronal activity.
FASTER EEG: A Complete Guide to Automated Statistical Thresholding for Research and Drug Development
This article provides a comprehensive exploration of FASTER (Fully Automated Statistical Thresholding for EEG artifact Rejection), a critical tool for objective EEG preprocessing.
FreeSurfer Reliability for Cortical Thickness: A Complete Guide for Neuroimaging Researchers
This article provides a comprehensive analysis of FreeSurfer's test-retest reliability for cortical thickness measurements, a critical factor in longitudinal neuroimaging studies and clinical trials.
Applying FAIR Principles to Neurotechnology Data: A Complete Guide for Research and Drug Development
This comprehensive article explores the critical application of FAIR (Findable, Accessible, Interoperable, Reusable) principles to neurotechnology data.
Implementing EEGNet for Brain-Computer Interfaces: A Comprehensive Guide for Neuroscience Researchers and Clinical Application Developers
This article provides a detailed, practical guide to implementing EEGNet, a compact convolutional neural network architecture specifically designed for electroencephalogram (EEG)-based brain-computer interfaces (BCIs).