Publications
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D.B. Walther, B.Chai, E. Caddigan, D.M. Beck, L. Fei-Fei.
Simple line drawings suffice for functional MRI decoding of natural scene categories
Proc. Nat. Acad. of Sci (PNAS), 2011, 108(23):9661-9666; doi: 10.1073/pnas.1015666108
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B. Yao, D.B. Walther, D.M. Beck*, L. Fei-Fei*.
Hierarchical Mixture of Classification Experts Uncovers Interactions between Brain Regions.
NIPS 2009. (* indicates equal contribution)
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B. Chai†, D.B. Walther†, D.M. Beck*, L. Fei-Fei*.
Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis.
NIPS 2009. (†,* indicates equal contribution)
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D.B. Walther, E. Caddigan, L. Fei-Fei*, D.M. Beck*.
Natural scene categories revealed in distributed patterns of activity in the human brain.
Journal of Neuroscience, August 26, 2009, 29(34):10573-10581; doi:10.1523/JNEUROSCI.0559-09.2009
(* indicates equal contribution)
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conference abstracts |
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C. Baldassano, D.M. Beck, L. Fei-Fei (2012). Neural Representation of Human-Object Interactions. Talk presented at the Vision Sciences Society Annual Meeting, Naples,Florida. |
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M.C. Iordan, M.R. Greene, D.M. Beck, L. Fei-Fei. (2012). Neural Representations of Object Categories at Multiple Taxonomic Levels. Talk presented at the Vision Sciences Society Annual Meeting, Naples,Florida. |
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C. Baldassano, M.C. Iordan, D.M. Beck, L. Fei-Fei. (2011). Decoding objects undergoing contextual violations Poster Presentation at the Vision Sciences Society Annual Meeting, Naples,Florida. |
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M.C. Iordan, C. Baldassano, D.B. Walther, D.M. Beck, L. Fei-Fei. (2011). Translation Invariance of Natural Scene Categories. Talk presented at the Vision Sciences Society Annual Meeting, Naples,Florida. |
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Caddigan, E., Fei-Fei, L., Beck, D. M. (2011). Natural scenes are robust to bubbling. Poster Presentation at the Vision Sciences Society Annual Meeting, Naples,Florida. |
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E. Caddigan, D.B. Walther, L. Fei-Fei, D.M. Beck. (2010). Perceptual differences between natural scene categories. Talk presented at OPAM, St.Louis,Missouri. |
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E. Caddigan, D.B. Walther, L. Fei-Fei, D.M. Beck. (2010). The Good, the Bad, and the Scrambled: A Perceptual Advantage for Good Examples of Natural Scene Categories. Talk presented at the Vision Sciences Society Annual Meeting, Naples,Florida. |
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D.B. Walther, B.Chai, E. Caddigan, D.M. Beck, L. Fei-Fei. (2010). fMRI Decoding of Natural Scene Categories from Line Drawings. Talk presented at the Vision Sciences Society Annual Meeting, Naples,Florida. |
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Caddigan, E, Walther, D., Beck, D.M., Fei-Fei, L. (2009). Finding “good” features for natural scene classification. Poster Presentation at the Vision Sciences Society Annual Meeting, Naples,Florida. |
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Torralbo, A., Chai, B., Caddigan, E., Walther, D., Beck, D.M., Fei-Fei, L. (2009). Categorization of good and bad examples of natural scene categories. Poster Presentation at the Vision Sciences Society Annual Meeting, Naples,Florida. |
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Walther, D., Caddigan, Beck, D.M., Fei-Fei, L. (2009). Searchlight analysis reveals brain areas involved in scene categorization. Poster Presentation at the Vision Sciences Society Annual Meeting, Naples,Florida. |
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Walther, D., Caddigan, E., Fei-Fei, L. Beck, D. M. (2008). The neural representation of natural scene categories. Talk at the Society for Neurosciences, Washington, DC. |
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Caddigan, E., Walther, D., Fei-Fei, L., & Beck, D.M. (2008) Decoding scene categories using distributed patterns of fMRI activity. Poster presentation at European Conference on Visual Perception, Utrecht, Netherlands. |
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Caddigan, E., Walther, D., Fei-Fei, L., & Beck, D.M. (2008). Decoding of natural scene categories from transformed images using distributed patterns of fMRI activity. Poster Presentation at the Vision Sciences Society Annual Meeting, Naples,Florida. |
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Walther, D., Caddigan, E., Beck, D, Fei-Fei, L. (2008) Decoding Perceived Natural Scene Categories from fMRI Activity in PPA and RSC, Computational and Systems Neuroscience, Salt Lake City, Utah. |
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Walther, D., Caddigan, E., Birgiolas, J., Weissman, J., Fei-Fei, L. Beck, D. (2007). Predicting perceived natural scene categories from distributed patterns of fMRI activity, CVR summer conference, Toronto, Canada, 2007. |
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Walther, D., Caddigan, E., Birgiolas, J., Weissman, J., Fei-Fei, L. Beck, D. (2007). Predicting perceived natural scene categories from distributed patterns of fMRI activity. Talk presented at the Annual meeting of the Organization for Human Brain Mapping, Chicago, Illinois. |
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Caddigan, E., Walther, D., Birgiolas, J., Weissman, J., Beck, D., Fei-Fei, L. (2007). Decoding distributed patterns of activity associated with natural scene categories. Talk presented at the Annual meeting of the Vision Sciences Society, Sarasota, Florida. |
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D. B. Walther, E. Caddigan, J. Birgiolas, L. Fei-Fei and D. Beck. Decoding distributed patterns of activity associated with natural scene categorization. 13th Annual Meeting of Human Brain Mapping. Chicago, June 10-14, 2007. |
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E. Caddigan, D. B. Walther, J. Birgiolas, J. Weissman, D. Beck, L. Fei-Fei. Decoding distributed patterns of activity associated with natural scene categorization. Vision Sciences Society, Sarasota, May, 2007. |
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