Nature Communications · 2016 · 198 citations · 26 references
Life SciencesNeuroscienceVision ScienceSensory NeuroscienceVisual NeuroscienceVisual PerceptionMotion ProcessingMultisensory IntegrationSensory IntegrationSignal Detection TheoryVisual PhysiologyVisual SystemCorrelationFiltersMultimodal PerceptionMultisensory PerceptionPerceptionPerceptual Integration
The brain efficiently processes multisensory information by selectively combining related signals across continuous streams, detecting correlation, lag, synchrony, and dynamically adapting to spatiotemporal conflicts. Here we show that these aspects of multisensory perception can be jointly explained by an elementary processing unit akin to the Hassenstein–Reichardt detector, originally developed for visual motion perception. The multisensory correlation detector (MCD) integrates related signals through temporal filters followed by linear combination. The model tightly replicates human multisensory perception in multiple studies and provides a unified, physiologically plausible theory that explains a wide spectrum of phenomena.
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.
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