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 PDF
	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) PDF
	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) PDF
	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) PDF

conference abstracts
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.
		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.