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 |
| suggests | BSSasymp |
| imports | JADE , Rcpp (>= 0.11.0) , stats |
| linkingto | RcppArmadillo |
| Contributors | Klaus Nordhausen, Hannu Oja, Sara Taskinen, Jari Miettinen |
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