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混沌在神经系统中的作用。

The role of chaos in neural systems.

作者信息

Rabinovich M I, Abarbanel H D

机构信息

Institute for Nonlinear Science, University of California at San Diego, La Jolla 92093-0402, USA.

出版信息

Neuroscience. 1998 Nov;87(1):5-14. doi: 10.1016/s0306-4522(98)00091-8.

Abstract

The ideas of dynamical chaos have altered our understanding of the origin of random appearing behavior in many fields of physics and engineering. In the 1980s and 1990s these new viewpoints about apparent random oscillations arising in deterministic systems were investigated in neurophysiology and have led to quite successful reports of chaos in experimental and theoretical investigations. This paper is a "view" paper addressing the role of chaos in living systems, not just reviewing the evidence for its existence, and in particular we ask about the utility of chaotic behavior in nervous systems. From our point of view chaotic oscillations of individual neurons may not be essential for the observed activity of neuronal assemblies but may, instead, be responsible for the multitude of regular regimes of operation that can be accomplished by elements which are chaotic. The organization of chaotic elements in assemblies where their synchronization can result in organized adaptive and reliable activities may lead to general principles used by nature in accomplishing critical functional goals.

摘要

动力学混沌的概念改变了我们对物理和工程学许多领域中随机出现行为起源的理解。在20世纪80年代和90年代,这些关于确定性系统中出现的明显随机振荡的新观点在神经生理学中得到了研究,并在实验和理论研究中取得了关于混沌的颇为成功的报告。本文是一篇“观点”文章,探讨混沌在生命系统中的作用,而不仅仅是回顾其存在的证据,特别是我们要探讨混沌行为在神经系统中的效用。从我们的观点来看,单个神经元的混沌振荡对于观察到的神经元集合的活动可能不是必不可少的,但相反,可能是由混沌元素所能实现的众多规则运作模式的原因。在集合中混沌元素的组织,其同步可以导致有组织的适应性和可靠活动,这可能会引出自然界在实现关键功能目标时所使用的一般原则。

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