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大脑作为分布式智能处理系统:一项 EEG 研究。

The brain as a distributed intelligent processing system: an EEG study.

机构信息

Research on Natural and Artificial Intelligence (RANI), Jundiai, São Paulo, Brazil.

出版信息

PLoS One. 2011 Mar 15;6(3):e17355. doi: 10.1371/journal.pone.0017355.

Abstract

BACKGROUND

Various neuroimaging studies, both structural and functional, have provided support for the proposal that a distributed brain network is likely to be the neural basis of intelligence. The theory of Distributed Intelligent Processing Systems (DIPS), first developed in the field of Artificial Intelligence, was proposed to adequately model distributed neural intelligent processing. In addition, the neural efficiency hypothesis suggests that individuals with higher intelligence display more focused cortical activation during cognitive performance, resulting in lower total brain activation when compared with individuals who have lower intelligence. This may be understood as a property of the DIPS.

METHODOLOGY AND PRINCIPAL FINDINGS

In our study, a new EEG brain mapping technique, based on the neural efficiency hypothesis and the notion of the brain as a Distributed Intelligence Processing System, was used to investigate the correlations between IQ evaluated with WAIS (Wechsler Adult Intelligence Scale) and WISC (Wechsler Intelligence Scale for Children), and the brain activity associated with visual and verbal processing, in order to test the validity of a distributed neural basis for intelligence.

CONCLUSION

The present results support these claims and the neural efficiency hypothesis.

摘要

背景

各种神经影像学研究,包括结构和功能研究,都为分布式大脑网络可能是智力的神经基础这一观点提供了支持。分布式智能处理系统(DIPS)理论最初是在人工智能领域提出的,旨在充分模拟分布式神经智能处理。此外,神经效率假说表明,在认知表现期间,具有较高智力的个体显示出更集中的皮质激活,与智力较低的个体相比,总脑激活较低。这可以被理解为 DIPS 的一个特性。

方法和主要发现

在我们的研究中,使用了一种新的 EEG 脑映射技术,该技术基于神经效率假说和大脑作为分布式智能处理系统的概念,研究了 WAIS(韦氏成人智力测验)和 WISC(韦氏儿童智力测验)评估的智商与与视觉和语言处理相关的大脑活动之间的相关性,以检验智力的分布式神经基础的有效性。

结论

目前的结果支持这些说法和神经效率假说。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8588/3057967/687a8ccfe770/pone.0017355.g001.jpg

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