
FastICA
 Referenced in 210 articles
[sw07225]
 fast fixedpoint algorithm for independent component analysis and projection pursuit. It features an easy...

Manopt
 Referenced in 117 articles
[sw08493]
 sensor network localization, camera network registration, independent component analysis, metric learning, dimensionality reduction...

ICALAB
 Referenced in 113 articles
[sw15047]
 number of efficient algorithms for ICA (independent component analysis) employing HOS (higher order statistics...

EEGLAB
 Referenced in 61 articles
[sw07368]
 singletrial EEG dynamics including independent component analysis. EEGLAB is an interactive Matlab toolbox ... other electrophysiological data incorporating independent component analysis (ICA), time/frequency analysis, artifact rejection, eventrelated statistics...

mixOmics
 Referenced in 29 articles
[sw09508]
 developments include: sparse PLSDiscriminant Analysis, Independent Principal Component Analysis and multilevel analysis using variance...

AnalyzeFMRI
 Referenced in 12 articles
[sw19796]
 Temporal and Spatial Independent Component Analysis for fMRI data sets embedded in a R package ... statistical analysis of functional Magnetic Resonance Imaging (fMRI) data sets, we propose ... datadriven approach based on Independent Component Analysis (ICA) implemented in a new version ... proposed. However, for some neuroscientific applications, temporal independence of source signals can be assumed...

mdp
 Referenced in 10 articles
[sw14129]
 includes signal processing methods (Principal Component Analysis, Independent Component Analysis, Slow Feature Analysis), manifold learning...

fastICA
 Referenced in 13 articles
[sw04584]
 Implementation of FastICA algorithm to perform Independent Component Analysis (ICA) and Projection Pursuit...

CuBICA
 Referenced in 7 articles
[sw21491]
 CuBICA: Independent component analysis by simultaneous third and fourthorder cumulant diagonalization. CuBICA, which ... improved method for independent component analysis (ICA) based on the diagonalization of cumulant tensors...

ERPWAVELAB
 Referenced in 9 articles
[sw13140]
 singletrial EEG dynamics including independent component analysis. J Neurosci Meth...

OpenAD/F
 Referenced in 24 articles
[sw09380]
 Fortran code resulting from the analysis and transformation of the original program that defines ... flexibility, and the use of open source components. While the code transformation follows the basic ... most other automatic differentiation tools, Open/ADF uses components provided by the Open/AD framework, which supports ... languageindependent fashion. It uses code analysis results implemented in the OpenAnalysis component. The interface...

Bubbles
 Referenced in 8 articles
[sw08870]
 Bayesian inference. The fundamental model is independent component analysis, which can be estimated by maximization...

ICtest
 Referenced in 5 articles
[sw36426]
 methods like principal components analysis (PCA), independent components analysis (ICA) and supervised linear dimension reduction...

fastHICA
 Referenced in 4 articles
[sw30151]
 package fastHICA: Hierarchical Independent Component Analysis: a MultiScale Sparse NonOrthogonal DataDriven Basis ... implements HICA (Hierarchical Independent Component Analysis) algorithm. This approach, obtained through the integration between treelets ... Independent Component Analysis, is able to provide a multiscale nonorthogonal datadriven basis...

TVICA
 Referenced in 6 articles
[sw25995]
 TVICA: Time varying independent component analysis and its applications to financial data. A new method...

gNCA
 Referenced in 4 articles
[sw08821]
 such as principal component analysis or independent component analysis, NCA makes use of the connectivity...

ica
 Referenced in 2 articles
[sw23404]
 package ica: Independent Component Analysis. Independent Component Analysis (ICA) using various algorithms: FastICA, InformationMaximization...

GHICA
 Referenced in 8 articles
[sw25996]
 GHICA  Risk analysis with GH distributions and independent components. Over recent years, a study ... multivariate risk analysis. The idea is to first retrieve independent components...

coroICA
 Referenced in 2 articles
[sw34908]
 Robustifying independent component analysis by adjusting for groupwise stationary noise. We introduce coroICA, confounding ... robust independent component analysis, a novel ICA algorithm which decomposes linearly mixed multivariate observations into...

dyndimred
 Referenced in 2 articles
[sw33012]
 such as Principal Component Analysis (’PCA’), Independent Component Analysis (’ICA’), diffusion maps, LocallyLinear Embedding...