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刺激相关共情模式的证据——功能磁共振成像数据的组独立成分分析

Evidence of stimulus correlated empathy modes--Group ICA of fMRI data.

作者信息

Vemuri Kavita, Surampudi Bapi Raju

机构信息

Cognitive Science lab, International Institute of Information Technology, Hyderabad, India.

Center for Neural & Cognitive Sciences and School of Computer & Information Sciences, University of Hyderabad, India; Cognitive Science lab, International Institute of Information Technology, Hyderabad, India.

出版信息

Brain Cogn. 2015 Mar;94:32-43. doi: 10.1016/j.bandc.2014.12.006. Epub 2015 Jan 29.

Abstract

The analysis of the cognitive processes in response to a narrative as presented in a movie provides an insight into momentary reaction to a single depicted action like a facial expression and an aggregate processing of the entire sequence of events. In this study we report results from fMRI data analyzed by group independent component analysis (ICA) method from a free viewing experiment using a diverse set of movie clips--an animation, a Hollywood and an Indian Hindi movie. The fMRI data were collected from 15 college students as they viewed 5-8 min clips from three movies. The movie clips were rated for depiction of emotional expressions, the emotion as per the narrative and the viewer's own empathy response. The neural correlates attributed to cognitive, motor and emotional empathy were the focus of the study. The methodology of using long duration stimuli in free viewing mode combined with ICA analysis has the potential to tease out spatially distributed but temporally coherent brain activity as demonstrated in this study. The independent components obtained from group ICA method isolated spatial maps with activations which can be safely ascribed to stimulus processing. We found that the activity in the areas attributable to cognitive and motor empathy was comparable for all the three stimuli while certain critical areas for emotional empathy were not noticed for the animation movie. These findings lead to interesting questions on possible differential emotion response in viewer(s) for computer generated actors compared to actors in live-action movies and the role of narrative and exposure to different genre of movies on racial, ethnic and cultural differences in empathy response.

摘要

对电影中呈现的叙事所引发的认知过程进行分析,有助于洞察对单个描绘动作(如面部表情)的瞬间反应以及对整个事件序列的综合处理。在本研究中,我们报告了通过组独立成分分析(ICA)方法对功能磁共振成像(fMRI)数据进行分析的结果,这些数据来自一项使用多种电影片段(一部动画、一部好莱坞电影和一部印度印地语电影)的自由观看实验。fMRI数据是在15名大学生观看三部电影中时长5 - 8分钟的片段时收集的。电影片段根据情感表达的描绘、叙事中的情感以及观众自身的共情反应进行评分。本研究的重点是认知、运动和情感共情的神经关联。如本研究所示,在自由观看模式下使用长时间刺激并结合ICA分析的方法,有潜力梳理出空间上分布但时间上连贯的大脑活动。从组ICA方法获得的独立成分分离出了具有可安全归因于刺激处理的激活的空间图谱。我们发现,对于所有三种刺激,归因于认知和运动共情的区域的活动是可比的,而动画电影未发现情感共情的某些关键区域。这些发现引发了一些有趣的问题,即与真人电影中的演员相比,观众对计算机生成的演员可能存在不同的情感反应,以及叙事和接触不同类型电影对共情反应中的种族、民族和文化差异的作用。

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