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Please use this identifier to cite or link to this item: http://hdl.handle.net/1842/4589

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Title: Characterizing response behavior in multisensory perception with conflicting cues
Authors: Natarajan, Rama
Murray, Iain
Shams, Ladan
Zemel, Richard
Issue Date: 2009
Journal Title: Advances in Neural Information Processing Systems 21
Abstract: We explore a recently proposed mixture model approach to understanding interactions between conflicting sensory cues. Alternative model formulations, differing in their sensory noise models and inference methods, are compared based on their fit to experimental data. Heavy-tailed sensory likelihoods yield a better description of the subjects' response behavior than standard Gaussian noise models. We study the underlying cause for this result, and then present several testable predictions of these models.
URI: http://books.nips.cc/papers/files/nips21/NIPS2008_0865.pdf
http://hdl.handle.net/1842/4589
Appears in Collections:Informatics Publications

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