Browsing by Author "Gabrielson, Ben"

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A Scalable Approach to Independent Vector Analysis by Shared Subspace Separation for Multi-Subject fMRI Analysis

Sun, Mingyu; Gabrielson, Ben; Akhonda, Mohammad Abu Baker Siddique; Yang, Hanlu; Laport López, Francisco; Calhoun, Vince; Adali, Tülay (MDPI, 2023-06)

[Abstract]: Joint blind source separation (JBSS) has wide applications in modeling latent structures across multiple related datasets. However, JBSS is computationally prohibitive with high-dimensional data, limiting the ...