SparseICA

Sparse Independent Component Analysis

CRAN Package

Provides an implementation of the Sparse ICA method in Wang et al. (2024) doi:10.1080/01621459.2024.2370593 for estimating sparse independent source components of cortical surface functional MRI data, by addressing a non-smooth, non-convex optimization problem through the relax-and-split framework. This method effectively balances statistical independence and sparsity while maintaining computational efficiency.


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  • Imports5 packages
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