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coloredICA (version 1.0.0)

Implementation of Colored Independent Component Analysis and Spatial Colored Independent Component Analysis

Description

It implements colored Independent Component Analysis (Lee et al., 2011) and spatial colored Independent Component Analysis (Shen et al., 2014). They are two algorithms to perform ICA when sources are assumed to be temporal or spatial stochastic processes, respectively.

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Version

Install

install.packages('coloredICA')

Monthly Downloads

18

Version

1.0.0

License

GPL (>= 2)

Maintainer

Last Published

February 24th, 2015

Functions in coloredICA (1.0.0)

grad

Gradient
rerow

Standardization of a matrix reordering the rows
scICA

spatial colored Independent Component Analysis
hess

Hessian
kern

Kernel evaluation
locmulti

Local polynomial spectral density estimation
cICA

colored Independent Component Analysis
amari_distance

Amari error