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Convergent approaches toward the study of multisensory perception

机译:研究多感官知觉的融合方法

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摘要

Classical analytical approaches for examining multisensory processing in individual neurons have relied heavily on changes in mean firing rate to assess the presence and magnitude of multisensory interaction. However, neurophysiological studies within individual sensory systems have illustrated that important sensory and perceptual information is encoded in forms that go beyond these traditional spike-based measures. Here we review analytical tools as they are used within individual sensory systems (auditory, somatosensory, and visual) to advance our understanding of how sensory cues are effectively integrated across modalities (e.g., audiovisual cues facilitating speech processing). Specifically, we discuss how methods used to assess response variability (Fano factor, or FF), local field potentials (LFPs), current source density (CSD), oscillatory coherence, spike synchrony, and receiver operating characteristics (ROC) represent particularly promising tools for understanding the neural encoding of multisensory stimulus features. The utility of each approach and how it might optimally be applied toward understanding multisensory processing is placed within the context of exciting new data that is just beginning to be generated. Finally, we address how underlying encoding mechanisms might shape—and be tested alongside with—the known behavioral and perceptual benefits that accompany multisensory processing.
机译:用于检查单个神经元中多感官加工的经典分析方法在很大程度上依赖于平均发动率的变化来评估多感官互动的存在和程度。但是,单个感官系统中的神经生理学研究表明,重要的感官和知觉信息以超出这些传统的基于峰值的度量的形式编码。在这里,我们将对分析工具在各个感官系统(听觉,体感和视觉)中的使用情况进行回顾,以增进我们对感官线索如何跨各种方式有效整合的理解(例如,促进语音处理的视听线索)。具体来说,我们讨论用于评估响应变异性(Fano因子或FF),局部场电势(LFP),电流源密度(CSD),振荡相干性,尖峰同步性和接收器工作特性(ROC)的方法如何代表特别有前途的工具以了解多感觉刺激特征的神经编码。每种方法的效用以及如何将其最佳地用于理解多感官处理都放在了刚刚开始产生的令人兴奋的新数据的上下文中。最后,我们探讨了潜在的编码机制如何形成并与多感官处理相伴的已知行为和感知优势与之一起进行测试。

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