Differences between revisions 5 and 28 (spanning 23 versions)
⇤ ← Revision 5 as of 2010-11-15 08:54:51 →
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← Revision 28 as of 2011-12-13 13:42:17 → ⇥
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Editor: MatthiasTreder
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 * /ToolboxSetup - Installation, configuration and starting the toolbox
 * /ToolboxData - Data formats, data structures, functions for fileio
 * /ToolboxVisualization - How to visualize EEG data
 * /ToolboxStatisticalAnalysis - Matthias?
 * /ToolboxClassification - How to use classifiers and tools for validation
 * /ToolboxPracticalExamples - Of investigating ERPs, and Spectral Analysis
 * /ToolboxAutomation - Automatic analysis of a set of experiments, and generation of PDFs
 * /ToolboxExperipentalStudy - Preparing scripts for an experimental study (acquisition and data conversion)
 * /ToolboxOnlineClassification - Preparing scripts for online classification		  * /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
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== 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.

Documentation of the BBCI Matlab Toolbox

IN CONSTRUCTION

Contents

Advanced topics

Preprocessing

Neurophysiology

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

*Depending on permission to include Guido's code into the BBCI toolbox.

IDA Wiki: IDA/BerlinBCI/ToolBox (last edited 2011-12-13 13:42:17 by MatthiasTreder)