eegAnalysis: Tools for analysis and classification of electroencephalography (EEG) data.
Version 0.0

Package with tools for classification of electroencephalography (EEG) data. Feature extraction techniques such as Fourier Transform and Continuous Wavelet Transform (CWT) are available. Support Vector Machines (SVM) can be used to classify the extracted features. An algorithm using Analysis of Variance (ANOVA), False Discovery Rate (FDR), and SVM is available to feature selection. Additionally, the package contains functions to plot data and features.

Browse man pages Browse package API and functions Browse package files

AuthorMurilo Coutinho Silva (University of Brasilia, Brazil), George Freitas von Borries (University of Brasilia, Brazil)
Date of publication2014-06-22 15:48:01
MaintainerMurilo Coutinho Silva <coutinho.stat@gmail.com>
LicenseGPL (>= 2)
Version0.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("eegAnalysis")

Man pages

classifyEEG: Classifies new data
easyFeatures: Choosing Features
eegAnalysis-package: Feature selection and classification of...
FeatureEEG: Automatic Feature Selection
featureSelection: Feature Selection Algorithm
plotEEG: Plot EEG data
plotwindows: Plot statistics calculated by windows
randEEG: EEG simulation
svmEEG: Support Vector Machines

Functions

FeatureEEG Man page
classifyEEG Man page
easyFeatures Man page
eegAnalysis Man page
eegAnalysis-package Man page
featureSelection Man page
plot.plotwindows Man page
plotEEG Man page
plotwindows Man page
print.Features Man page
print.RandEEG Man page
print.featureEEG Man page
print.featuresSelected Man page
print.plotwindows Man page
print.svmEEG Man page
randEEG Man page
summary.Features Man page
summary.RandEEG Man page
summary.featureEEG Man page
summary.featuresSelected Man page
summary.plotwindows Man page
summary.svmEEG Man page
svmEEG Man page

Files

eegAnalysis
eegAnalysis/NAMESPACE
eegAnalysis/R
eegAnalysis/R/eegAnalysis-internal.R
eegAnalysis/R/classifyEEG.R
eegAnalysis/R/FeatureEEG.R
eegAnalysis/R/easyFeatures.R
eegAnalysis/R/plotEEG.R
eegAnalysis/R/featureSelection.R
eegAnalysis/R/svmEEG.R
eegAnalysis/R/randEEG.R
eegAnalysis/R/plotwindows.R
eegAnalysis/MD5
eegAnalysis/DESCRIPTION
eegAnalysis/man
eegAnalysis/man/featureSelection.Rd
eegAnalysis/man/plotEEG.Rd
eegAnalysis/man/classifyEEG.Rd
eegAnalysis/man/svmEEG.Rd
eegAnalysis/man/randEEG.Rd
eegAnalysis/man/plotwindows.Rd
eegAnalysis/man/easyFeatures.Rd
eegAnalysis/man/FeatureEEG.Rd
eegAnalysis/man/eegAnalysis-package.Rd
eegAnalysis documentation built on Jan. 15, 2017, 4:03 p.m.