fICA v1.1-0

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Classical, Reloaded and Adaptive FastICA Algorithms

Algorithms for classical symmetric and deflation-based FastICA, reloaded deflation-based FastICA algorithm and an algorithm for adaptive deflation-based FastICA using multiple nonlinearities. For details, see Miettinen et al. (2014) <doi:10.1109/TSP.2014.2356442> and Miettinen et al. (2017) <doi:10.1016/j.sigpro.2016.08.028>.

Functions in fICA

Name Description
adapt_fICA Adaptive Deflation-based FastICA Method for Independent Component Analysis
compute_alphas Estimation of Alphas in the Asymptotic Covariance Matrix of the Deflation-based FastICA Estimator
fICA-package Classical, Reloaded and Adaptive FastICA Algorithms
fICA Symmetric and Deflation-based FastICA Methods for Independent Component Analysis
nonlinearities Set of Nonlinearities for Adaptive Deflation-based FastICA Method
reloaded_fICA Reloaded Deflation-based FastICA Method for Independent Component Analysis
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Details

Type Package
Date 2017-09-11
LinkingTo Rcpp, RcppArmadillo
License GPL (>= 2)
NeedsCompilation yes
Packaged 2017-09-11 12:57:57 UTC; Jari
Repository CRAN
Date/Publication 2017-09-12 11:48:33 UTC

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