Frontiers in Computational Neuroscience · 2019 · 10 citations · 52 references
Life SciencesNeurosciencePsychologyCognitive NeuroscienceMemoryVisual PerceptionAuditory NeurophysiologyAuditory NeuroscienceAuditory PathwaysAuditory ProcessingFunctional NeuroimagingSensory IntegrationAudiovisual PerceptionEffective ConnectivityEffective Connectivity AnalysisEffective Connectivity ModelingFunctional Brain NetworksNeural Circuit MechanismsNeural Processing Of SoundNeuronal Connectivity
Previous studies have shown that task-irrelevant auditory information can provide temporal clues for the detection of visual targets and improve visual perception; such sounds are called informative sounds. The neural mechanism of the integration of informative sound and visual stimulus has been investigated extensively, using behavioral measurement or neuroimaging methods such as functional magnetic resonance imaging (fMRI) and event-related potential (ERP), but the dynamic processes of audiovisual integration cannot be characterized formally in terms of directed neuronal coupling. The present study adopts dynamic causal modeling (DCM) of fMRI data to identify changes in effective connectivity in the hierarchical brain networks that underwrite audiovisual integration and memory. This allows us to characterize context-sensitive changes in neuronal coupling and show how visual processing is contextualized by the processing of informative and uninformative sounds. Our results show that audiovisual integration with informative and uninformative sounds conforms to different optimal models in the two conditions, indicating distinct neural mechanisms of audiovisual integration. The findings also reveal that a sound is uninformative owing to low-level automatic audiovisual integration and informative owing to integration in high-level cognitive processes.
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