The role of chaos in neural systems

被引:174
作者
Rabinovich, MI [1 ]
Abarbanel, HDI
机构
[1] Univ Calif San Diego, Inst Nonlinear Sci, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Scripps Inst Oceanog, Dept Phys, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, Scripps Inst Oceanog, Marine Phys Lab, La Jolla, CA 92093 USA
基金
美国国家科学基金会;
关键词
chaos; self-regularization; coupled neurons; variability;
D O I
10.1016/S0306-4522(98)00091-8
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The ideas of dynamical chaos have altered our understanding of the origin of random appearing behavior in man 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 nor be essential for the observed activity of neuronal assemblies bur 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. (C) 1998 IBRO. Published by Elsevier Science Ltd.
引用
收藏
页码:5 / 14
页数:10
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