Stacked regressions and structured variance partitioning for interpretable brain maps

Author:

Lin Ruogu,Naselaris Thomas,Kay KendrickORCID,Wehbe LeilaORCID

Funder

Carnegie Mellon University

National Institute on Deafness and Other Communication Disorders

NIH

Publisher

Elsevier BV

Reference71 articles.

1. Agrawal, Pulkit, Stansbury, Dustin, Malik, Jitendra, Gallant, Jack, Convolutional neural networks mimic the hierarchy of visual representations in the human brain.

2. Pixels to voxels: Modeling visual representation in the human brain;Agrawal,2014

3. A massive 7t fmri dataset to bridge cognitive neuroscience and artificial intelligence;Allen;Nat. Neurosci.,2022

4. An empirical comparison of voting classification algorithms: Bagging, boosting, and variants;Bauer;Mach. Learn.,1999

5. Partialling out the spatial component of ecological variation;Borcard;Ecology,1992

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