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Independent Neural Activity Patterns for Sensory- and Confidence-Based Information Maintenance during Category-Selective Visual Processing

机译:类别选择性视觉处理过程中基于独立的神经活动模式进行基于感官和信心的信息维护

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摘要

Several influential theories of consciousness attempt to explain how, when and where conscious perception arises in the brain. The extent of conscious perception of a stimulus is often probed by asking subjects to provide confidence estimations in their choices in challenging perceptual decision-making tasks. Here, we aimed to dissociate neural patterns of “cognitive” and “sensory” information maintenance by linking category selective visual processes to decision confidence using multivariate decoding techniques on human EEG data. Participants discriminated at-threshold masked face versus house stimuli and reported confidence in their discrimination performance. Three distinct types of category-selective neural activity patterns were observed, dissociable by their timing, scalp topography, relationship with decision confidence, and generalization profile. An early (∼150–200 ms) decoding profile was unrelated to confidence and quickly followed by two distinct decodable patterns of late neural activity (350–500 ms). One pattern was on-diagonal, global and highly related to decision confidence, likely indicating cognitive maintenance of consciously reportable stimulus representations. The other pattern however was off-diagonal, restricted to posterior electrode sites (local), and independent of decision confidence, and therefore may reflect sensory maintenance of category-specific information, possibly operating via recurrent processes within visual cortices. These results highlight that two functionally independent neural processes are operating in parallel, only one of which is related to decision confidence and conscious access.
机译:几种有影响力的意识理论试图解释大脑中意识感知的方式,时间和位置。通常通过要求受试者在挑战性感知决策任务中的选择中提供信心估计来探究刺激的自觉感知程度。在这里,我们旨在通过使用人类EEG数据的多元解码技术,将类别选择性视觉过程与决策信心联系起来,以分离“认知”和“感官”信息维护的神经模式。参与者区分了阈值遮盖脸部表情与房屋刺激表情,并报告了对其歧视表现的信心。观察到三种不同类型的类别选择性神经活动模式,可以通过时间,头皮地形,与决策信心的关系以及泛化概貌进行区分。早期(约150-200 ms)的解码曲线与置信度无关,并迅速跟随后期神经活动(350-500 ms)的两种不同的可解码模式。一种模式是对角线的,整体性的,并且与决策信心高度相关,这可能表明对意识上可报告的刺激表示的认知维持。然而,另一种模式是非对角线的,仅限于后电极部位(局部),并且与决策的置信度无关,因此可能反映了特定类别信息的感官维护,可能是通过视觉皮层内的反复过程进行的。这些结果表明,两个功能独立的神经过程正在并行运行,其中只有一个与决策信心和有意识的访问相关。

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