Characterizing Response Behavior in Multisensory Perception with Conflicting Cues

Rama Natarajan, Iain Murray, Ladan Shams, Richard S. Zemel

NeurIPS 2008 pp. 1153-1160

/neurips/2008/natarajan2008neurips-characterizing/

Abstract

We explore a recently proposed mixture model approach to understand- ing interactions between conﬂicting sensory cues. Alternative model for- mulations, differing in their sensory noise models and inference methods, are compared based on their ﬁt to experimental data. Heavy-tailed sen- sory 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.

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Text

Natarajan et al. "Characterizing Response Behavior in Multisensory Perception with Conflicting Cues." Neural Information Processing Systems, 2008.

Markdown

[Natarajan et al. "Characterizing Response Behavior in Multisensory Perception with Conflicting Cues." Neural Information Processing Systems, 2008.](https://mlanthology.org/neurips/2008/natarajan2008neurips-characterizing/)

BibTeX

@inproceedings{natarajan2008neurips-characterizing,
  title     = {{Characterizing Response Behavior in Multisensory Perception with Conflicting Cues}},
  author    = {Natarajan, Rama and Murray, Iain and Shams, Ladan and Zemel, Richard S.},
  booktitle = {Neural Information Processing Systems},
  year      = {2008},
  pages     = {1153-1160},
  url       = {https://mlanthology.org/neurips/2008/natarajan2008neurips-characterizing/}
}