Correlation detection as a general mechanism for multisensory integration

被引:112
作者
Parise, Cesare V. [1 ,2 ,3 ]
Ernst, Marc O. [1 ,2 ,3 ,4 ]
机构
[1] Univ Bielefeld, Cognit Neurosci Dept, D-33615 Bielefeld, Germany
[2] Univ Bielefeld, Cognit Interact Technol Ctr Excellence, D-33615 Bielefeld, Germany
[3] Max Planck Inst Biol Cybernet, Spemannstr 38, D-72076 Tubingen, Germany
[4] Univ Ulm, Fac Comp Sci Engn & Psychol, Appl Cognit Psychol, D-33615 Ulm, Germany
基金
欧盟第七框架计划;
关键词
RECALIBRATION; PERCEPTION; MODELS;
D O I
10.1038/ncomms11543
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页数:9
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