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Emergence of the Affect from the Variation in the Whole-Brain Flow of Information

机译:整个大脑信息流中的变化影响的出现

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摘要

Over the past few decades, the quest for discovering the brain substrates of the affect to understand the underlying neural basis of the human’s emotions has resulted in substantial and yet contrasting results. Whereas some point at distinct and independent brain systems for the Positive and Negative affects, others propose the presence of flexible brain regions. In this respect, there are two factors that are common among these previous studies. First, they all focused on the change in brain activation, thereby neglecting the findings that indicate that the stimuli with equivalent sensory and behavioral processing demands may not necessarily result in differential brain activation. Second, they did not take into consideration the brain regional interactivity and the findings that identify that the signals from individual cortical neurons are shared across multiple areas and thus concurrently contribute to multiple functional pathways. To address these limitations, we performed Granger causal analysis on the electroencephalography (EEG) recordings of the human subjects who watched movie clips that elicited Negative, Neutral, and Positive affects. This allowed us to look beyond the brain regional activation in isolation to investigate whether the brain regional interactivity can provide further insights for understanding the neural substrates of the affect. Our results indicated that the differential affect states emerged from subtle variation in information flow of the brain cortical regions that were in both hemispheres. They also showed that these regions that were rather common between affect states than distinct to a specific affect were characterized with both short- as well as long-range information flow. This provided evidence for the presence of simultaneous integration and differentiation in the brain functioning that leads to the emergence of different affects. These results are in line with the findings on the presence of intrinsic large-scale interacting brain networks that underlie the production of psychological events. These findings can help advance our understanding of the neural basis of the human’s emotions by identifying the signatures of differential affect in subtle variation that occurs in the whole-brain cortical flow of information.
机译:在过去的几十年中,寻求发现情感的大脑底物以了解人类情绪的潜在神经基础的努力导致了实质性但又截然相反的结果。尽管有些人指出积极和消极影响的独特和独立的大脑系统,但另一些人则提出存在灵活的大脑区域。在这方面,这些先前的研究共有两个因素。首先,他们都专注于大脑激活的变化,从而忽略了发现,这些发现表明具有相同的感觉和行为加工需求的刺激不一定会导致差异性的大脑激活。其次,他们没有考虑大脑区域的交互作用,也没有考虑到来自单个皮层神经元的信号在多个区域之间共享并因此同时促进多种功能途径的发现。为了解决这些限制,我们对观看了引起负面,中性和正面影响的电影剪辑的人类受试者的脑电图(EEG)记录进行了格兰杰因果分析。这使我们可以孤立地看待大脑区域的激活以外,以研究大脑区域的交互性是否可以提供进一步的见解,以了解这种影响的神经基础。我们的结果表明,不同的影响状态来自两个半球的大脑皮层区域信息流的细微变化。他们还表明,这些影响状态在情感状态之间很常见,而不是特定影响所特有的区域,具有短期和远程信息流的特征。这提供了大脑功能中同时整合和分化同时存在的证据,从而导致出现不同的情绪。这些结果与心理事件产生基础的内在大规模相互作用脑网络的发现相符。这些发现可以通过识别全大脑皮层信息流中发生的细微变化中的差异性影响的特征,来帮助我们加深对人类情绪的神经基础的理解。

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