Nonlinear Dynamics of Neural Delayed Feedback

A. Longtin
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引用次数: 1

Abstract

Neural delayed feedback is a property shared by many circuits in the central and peripheral nervous systems. The evolution of the neural activity in these circuits depends on their present state as well as on their past states, due to finite propagation time of neural activity along the feedback loop. These systems are often seen to undergo a change from a quiescent state characterized by low level fluctuations to an oscillatory state. We discuss the problem of analyzing this transition using techniques from nonlinear dynamics and stochastic processes. Our main goal is to characterize the nonlinearities which enable autonomous oscillations to occur and to uncover the properties of the noise sources these circuits interact with. The concepts are illustrated on the human pupil light reflex (PLR) which has been studied both theoretically and experimentally using this approach. 5 refs., 3 figs.
神经延迟反馈的非线性动力学
神经延迟反馈是中枢和外周神经系统中许多回路共有的特性。由于神经活动沿反馈回路的传播时间有限,这些回路中神经活动的演变取决于它们的当前状态以及它们的过去状态。这些系统通常经历从以低水平波动为特征的静止状态到振荡状态的变化。我们讨论了用非线性动力学和随机过程的方法分析这种转变的问题。我们的主要目标是表征使自主振荡发生的非线性,并揭示与这些电路相互作用的噪声源的特性。用该方法对人类瞳孔光反射(PLR)进行了理论和实验研究。五。参考文献, 3个无花果。
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