Conscious Brain Lab, Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands.
Amsterdam Brain Cognition, University of Amsterdam, Amsterdam, the Netherlands.
PLoS Biol. 2023 May 8;21(5):e3002120. doi: 10.1371/journal.pbio.3002120. eCollection 2023 May.
In the search for the neural basis of conscious experience, perception and the cognitive processes associated with reporting perception are typically confounded as neural activity is recorded while participants explicitly report what they experience. Here, we present a novel way to disentangle perception from report using eye movement analysis techniques based on convolutional neural networks and neurodynamical analyses based on information theory. We use a bistable visual stimulus that instantiates two well-known properties of conscious perception: integration and differentiation. At any given moment, observers either perceive the stimulus as one integrated unitary object or as two differentiated objects that are clearly distinct from each other. Using electroencephalography, we show that measures of integration and differentiation based on information theory closely follow participants' perceptual experience of those contents when switches were reported. We observed increased information integration between anterior to posterior electrodes (front to back) prior to a switch to the integrated percept, and higher information differentiation of anterior signals leading up to reporting the differentiated percept. Crucially, information integration was closely linked to perception and even observed in a no-report condition when perceptual transitions were inferred from eye movements alone. In contrast, the link between neural differentiation and perception was observed solely in the active report condition. Our results, therefore, suggest that perception and the processes associated with report require distinct amounts of anterior-posterior network communication and anterior information differentiation. While front-to-back directed information is associated with changes in the content of perception when viewing bistable visual stimuli, regardless of report, frontal information differentiation was absent in the no-report condition and therefore is not directly linked to perception per se.
在寻找意识体验的神经基础时,感知和与报告感知相关的认知过程通常是混淆的,因为当参与者明确报告他们所经历的事情时,记录了他们的神经活动。在这里,我们提出了一种使用基于卷积神经网络的眼动分析技术和基于信息论的神经动力学分析来分离感知和报告的新方法。我们使用一种双稳态视觉刺激,它体现了意识感知的两个著名特性:整合和分化。在任何给定的时刻,观察者要么将刺激视为一个统一的整体物体,要么将其视为两个明显相互区分的分化物体。使用脑电图,我们表明,基于信息论的整合和分化测量值与参与者对这些内容的感知体验密切相关,当报告转换时。我们观察到,在向整合感知转变之前,前到后电极之间的信息整合增加,而在前导信号中,信息分化更高,从而报告分化感知。至关重要的是,信息整合与感知密切相关,即使在仅从眼动推断出感知转变的无报告条件下也是如此。相比之下,神经分化与感知之间的联系仅在主动报告条件下观察到。因此,我们的结果表明,感知和与报告相关的过程需要不同数量的前后网络通信和前导信息分化。虽然前向后向的信息与观看双稳态视觉刺激时感知内容的变化有关,无论是否报告,但在前无报告条件下,信息分化不存在,因此与感知本身没有直接联系。