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arXiv cs/0506024cs.CYcs.AIcs.DLcs.NE
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人类集体智能系统的超皮层

The Hyper-Cortex of Human Collective-Intelligence Systems

Marko A. Rodriguez

摘要:

从神经学的角度来看,个体智力研究讨论了大脑皮层的层次结构,它是一种执行概念抽象和规范的结构。这一理论被用来解释,负责书写和说话等不同行为模式的运动皮层区域,如何被用来表达在皮层层级中更高层次上代表的相同的一般概念。例如,一只狗的概念,在一个高级皮质神经元区域中表现出来,可以根据个人的背景来写或说。更高层的皮层区域向下投射,将抽象信息发送到运动皮层的特定区域,以进行上下文实现。在本文中,这一想法被扩展到将集体智能内的超皮层结构。这个超皮层是一个多层网络,用于表示抽象的集体概念。这些思想在理解如何设计集体智能系统来处理问题抽象和解决方案规范方面发挥了重要作用。最后,使用从数字图书馆元数据生成的人工超皮层解决了科学界的一系列常见问题。

英文摘要:

Individual-intelligence research, from a neurological perspective, discusses the hierarchical layers of the cortex as a structure that performs conceptual abstraction and specification. This theory has been used to explain how motor-cortex regions responsible for different behavioral modalities such as writing and speaking can be utilized to express the same general concept represented higher in the cortical hierarchy. For example, the concept of a dog, represented across a region of high-level cortical-neurons, can either be written or spoken about depending on the individual's context. The higher-layer cortical areas project down the hierarchy, sending abstract information to specific regions of the motor-cortex for contextual implementation. In this paper, this idea is expanded to incorporate collective-intelligence within a hyper-cortical construct. This hyper-cortex is a multi-layered network used to represent abstract collective concepts. These ideas play an important role in understanding how collective-intelligence systems can be engineered to handle problem abstraction and solution specification. Finally, a collection of common problems in the scientific community are solved using an artificial hyper-cortex generated from digital-library metadata.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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