Generative Embedding for Model-Based Classification of fMRI Data
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DOI: 10.1371/journal.pcbi.1002079
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References listed on IDEAS
- Stephenie A. Harrison & Frank Tong, 2009. "Decoding reveals the contents of visual working memory in early visual areas," Nature, Nature, vol. 458(7238), pages 632-635, April.
- Asa Ben-Hur & Cheng Soon Ong & Sören Sonnenburg & Bernhard Schölkopf & Gunnar Rätsch, 2008. "Support Vector Machines and Kernels for Computational Biology," PLOS Computational Biology, Public Library of Science, vol. 4(10), pages 1-10, October.
- Kendrick N. Kay & Thomas Naselaris & Ryan J. Prenger & Jack L. Gallant, 2008. "Identifying natural images from human brain activity," Nature, Nature, vol. 452(7185), pages 352-355, March.
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- Eduardo A Aponte & Dario Schöbi & Klaas E Stephan & Jakob Heinzle, 2017. "The Stochastic Early Reaction, Inhibition, and late Action (SERIA) model for antisaccades," PLOS Computational Biology, Public Library of Science, vol. 13(8), pages 1-36, August.
- Timothy N Rubin & Oluwasanmi Koyejo & Krzysztof J Gorgolewski & Michael N Jones & Russell A Poldrack & Tal Yarkoni, 2017. "Decoding brain activity using a large-scale probabilistic functional-anatomical atlas of human cognition," PLOS Computational Biology, Public Library of Science, vol. 13(10), pages 1-24, October.
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