Unlike ICA, little is known about the effectiveness of JBSS methods for fMRI analysis. In this paper, a new fMRI simulation toolbox (SimTB) is used to simulate ...
A COMPARATIVE STUDY USING A NEW SIMULATION TOOLBOX. Josselin T. Dea1, Matthew ... In this paper, a new fMRI simulation toolbox (SimTB) is used to.
Fingerprint. Dive into the research topics of 'IVA for multi-subject FMRI analysis: A comparative study using a new simulation toolbox'.
Dec 30, 2015 · This study extends tensor PICA to incorporate additional inter-subject time course (TC) variability and to connect CPD and ICA in a new way.
An independent vector analysis (IVA) is presented to overcome limitations of the ICA-based method by offering an analysis of additional dependent components.
Apr 25, 2017 · In this work, we compared two promising approaches (i.e., IVA and GIG-ICA) for analyzing multi-subject fMRI data. Both methods can estimate ...
Adali, “IVA for multi-subject fMRI analysis: A comparative study using a new simulation toolbox,” In: IEEE International Workshop on Machine Learning for ...
Jun 26, 2014 · “IVA for multi-subject FMRI analysis: a comparative study using a new simulation toolbox,” in Machine Learning for Signal Processing (MLSP) ...
The proposed IVA algorithm was applied to simulated data, and its utility was confirmed from real fMRI data employing a trial-based hand motor task. A GLM and ...
In this study, we present an independent vector analysis (IVA) method to address the permutation problem during fMRI group data analysis.
Missing: comparative simulation