Documentation of the BBCI Matlab Toolbox
IN CONSTRUCTION
Contents
/ToolboxSetup - Installation, configuration and starting the toolbox
/ToolboxData - Data formats, data structures, functions for fileio
/ToolboxIntro - A gentle introduction to the toolbox
/ToolboxPracticalExamples - Of investigating ERPs, and Spectral Analysis
/ToolboxFileio - Functions for reading and writing EEG data
/ToolboxVisualization - How to visualize EEG data
/ToolboxClassification - How to use classifiers and tools for validation
/ToolboxAutomation - Automatic analysis of a set of experiments, and generation of PDFs (includes calculation of Grand Average ERPs)
/ToolboxExperimentalStudy - Preparing scripts for an experimental study (acquisition and data conversion)
/ToolboxOnline - All about the online system
- Function reference: Basti please add the link here!
Advanced topics
Preprocessing
/ToolboxFilter - Filter design [TODO]
Neurophysiology
/ToolboxTimeFrequency - Time-frequency analysis using wavelets and short-time Fourier transform [in progress(Matthias)]
/ToolboxSource - EEG source localization [TODO]
/ToolboxCoherence - Coherence and phase locking* [TODO]
Machine Learning
/ToolboxClassifier - Classifier selection (linear vs non-linear etc)
/ToolboxPca - Principal components analysis (PCA) [TODO]
/ToolboxIca - Independent components analysis (ICA) [TODO]
/ToolboxCsp - Common Spatial Patterns (CSP), CSP patches, stationary CSP [TODO]
/ToolboxSsa - Stationary Subspace Analysis (SSA) [TODO]
/ToolboxCca - Canonical Correlation Analysis (CCA) [TODO]
Statistics & Math
/ToolboxStatisticsTtest - T-test
/ToolboxStatisticalAnova - Analysis of variance (ANOVA)
/ToolboxStatisticsNonparametric - Nonparametric statistics
*Depending on permission to include Guido's code into the BBCI toolbox.