体现了认知

P. König, Andrew Melnik, Caspar Goeke, Anna L. Gert, Sabine U. König, Tim C Kietzmann
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摘要

在本报告中,我们从空间认知、感觉运动加工、面部加工和移动脑电图记录的角度讨论了人类大脑中的具身认知。这一论点基于从五项独立研究中收集到的实验证据。首先,我们关注空间表征,并证明,在给定时间压力的情况下,与参与者自身位置无关的关于房屋空间方向的信息在与潜在行为直接相关时是最好的检索。因此提供证据表明,即使是空间表示也以与动作直接相关的方式编码信息。接下来,我们讨论表征本身的概念。以人类视觉系统中的人脸处理为例,我们认为表征的概念应该局限于神经元活动包含有关感兴趣变量的明确信息的情况,并且反过来,该变量解释了可解释方差的完整部分,即达到噪声限制。接下来,为了推动对自然条件下认知的研究,我们提出了移动和研究级脑电图系统的基准测试。具体来说,我们证明了系统上的方差对记录的事件相关电位的总方差有很大的贡献。下一步,我们利用脑电图数据的独立成分分析证明,在认知任务中,一些独立成分系统地与感觉处理和动作执行有关。这支持了共同编码理论的理论,因此是具身认知框架的一个机械部分。最后,我们展示了一个真实世界的应用程序,在一个完全移动的设置中,以N170事件相关电位的形式研究了自然视觉探索期间的人脸处理。这项技术允许在现实世界条件下研究认知过程的生理基础。在本报告中,我们认为理解认知过程需要考虑自然环境中的(相互)行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Embodied cognition
In this presentation, we discuss embodied cognition in the human brain from perspectives of spatial cognition, sensorimotor processing, face processing, and mobile EEG recordings. The argument is based upon experimental evidence gathered from five separate studies. First, we focus on spatial representations and demonstrate that, given time pressure, information on the spatial orientation of houses, independent of a participant's own location, is best retrieved when it directly relates to potential actions. Thus providing evidence that even spatial representations code information in a manner directly related to the action. Next, we discuss the concept of representations as such. Using the example of face processing in the human visual system, we argue that the concept of representations should be confined to cases where neuronal activity contains explicit information on the variable of interest and, in turn, that this variable explains the complete part of the explainable variance, i.e. reaches the noise limit. Next, to push towards an investigation of cognition under natural conditions we present a benchmark test of mobile and research-grade EEG systems. Specifically, we demonstrate that the variance over systems contributes a significant part to the total variance of recorded event related potentials. As a next step, using Independent Component Analysis of EEG data we demonstrate that in cognitive tasks some independent components systematically relate to sensory processing as well as to action execution. This supports theories of the common coding theory and, thus, a mechanistic part of the embodied cognition framework. Finally, we demonstrate a real world application investigating face processing in the form of the N170 event related potential during natural visual exploration in a fully mobile setup. This technique allows investigating the physiological basis of cognitive processes under real world conditions. In this presentation we argue that understanding cognitive processes will need to consider the (inter)actions in the natural environment.
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