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← Revision 28 as of 2011-12-13 13:42:17 ⇥
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| * /ToolboxStatisticalAnalysis - ''Using parametric (t-test, ANOVA) and nonparametric tests'' * /ToolboxAutomation - ''Automatic analysis of a set of experiments, and generation of PDFs'' |
* /ToolboxAutomation - ''Automatic analysis of a set of experiments, and generation of PDFs'' (includes calculation of Grand Average ERPs) |
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| * /ToolboxFilter - ''Filter design [TODO]'' Marton (kalman filter)? | * /ToolboxFilter - ''Filter design [TODO]'' |
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| * /ToolboxTimeFrequency - ''Time-frequency analysis using wavelets and short-time Fourier transform [TODO]'' Matthias, Stefan? * /ToolboxSource - ''EEG source localization [TODO]'' Stefan? * /ToolboxCoherence - ''Coherence and phase locking* [TODO]'' Arne??? Johannes? |
* /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]'' |
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| ==== Feature selection & Classification ==== * /ToolboxClassifier - ''Classifier selection (linear vs non-linear etc)'' Volunteers??? * /ToolboxPca - ''Principal components analysis (PCA) [TODO]'' Sven? * /ToolboxIca - ''Independent components analysis (ICA) [TODO]'' Michael? * /ToolboxCsp - ''Common Spatial Patterns (CSP), CSP patches, stationary CSP [TODO]'' Carmen? Claudia? Wojtek? * /ToolboxSsa - ''Stationary Subspace Analysis (SSA) [TODO]'' Paul??? * /ToolboxCca - ''Canonical Correlation Analysis (CCA) [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'' |
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You can use the ''/ToolboxAdvancedTopicsTemplate'' to start off writing your tutorial. |
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.