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Nat Commun. 2016 Jun 6;7:11543. doi: 10.1038/ncomms11543.

Correlation detection as a general mechanism for multisensory integration.

Author information

1
Cognitive Neuroscience Department and Cognitive Interaction Technology-Center of Excellence, Bielefeld University, 33615 Bielefeld, Germany.
2
Max Planck Institute for Biological Cybernetics, 72076 Tübingen, Germany.
3
Applied Cognitive Psychology, Faculty for Computer Science, Engineering, and Psychology, Ulm University, 33615 Ulm, Germany.

Abstract

The brain efficiently processes multisensory information by selectively combining related signals across the continuous stream of multisensory inputs. To do so, it needs to detect correlation, lag and synchrony across the senses; optimally integrate related information; and dynamically adapt to spatiotemporal conflicts across the senses. Here we show that all these aspects of multisensory perception can be jointly explained by postulating an elementary processing unit akin to the Hassenstein-Reichardt detector-a model originally developed for visual motion perception. This unit, termed the multisensory correlation detector (MCD), integrates related multisensory signals through a set of temporal filters followed by linear combination. Our model can tightly replicate human perception as measured in a series of empirical studies, both novel and previously published. MCDs provide a unified general theory of multisensory processing, which simultaneously explains a wide spectrum of phenomena with a simple, yet physiologically plausible model.

PMID:
27265526
PMCID:
PMC4897755
DOI:
10.1038/ncomms11543
[Indexed for MEDLINE]
Free PMC Article

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