Phase response curves and the role of coordinates.

IF 1.7 4区 工程技术 Q3 COMPUTER SCIENCE, CYBERNETICS
Simon Wilshin, Matthew D Kvalheim, Shai Revzen
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引用次数: 0

Abstract

The "infinitesimal phase response curve" (PRC) is a common tool used to analyze phase resetting in the natural sciences in general and neuroscience in particular. We make the observation that the PRC with respect to a coordinate v actually depends on the choice of other coordinates. As a consequence, a complete delay embedding reconstruction of the dynamics using v which would allow phase to be computed still does not allow the v PRC to be computed. We give a coordinate-free definition of the PRC making this observation obvious. This leads to an experimental protocol: first collect an appropriate ensemble of measurements by intermittently controlling neuron voltage. Then, for any suitable current carrier dynamic postulated, we show how the ensemble can be used to compute the voltage PRC with that current carrier. The approach extends to many oscillators measured and controlled through a subset of their coordinates.

相位响应曲线和坐标的作用。
无穷小相位响应曲线"(PRC)是自然科学,尤其是神经科学分析相位重置的常用工具。我们发现,相对于坐标 v 的 PRC 实际上取决于其他坐标的选择。因此,使用 v 对动力学进行完整的延迟嵌入重构可以计算相位,但仍然无法计算 v PRC。我们给出了 PRC 的无坐标定义,使这一观察结果显而易见。这就引出了一个实验方案:首先通过间歇控制神经元电压来收集适当的测量集合。然后,对于任何合适的电流载流子动态假设,我们展示了如何利用该集合来计算该电流载流子的电压 PRC。这种方法适用于通过坐标子集测量和控制的许多振荡器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Biological Cybernetics
Biological Cybernetics 工程技术-计算机:控制论
CiteScore
3.50
自引率
5.30%
发文量
38
审稿时长
6-12 weeks
期刊介绍: Biological Cybernetics is an interdisciplinary medium for theoretical and application-oriented aspects of information processing in organisms, including sensory, motor, cognitive, and ecological phenomena. Topics covered include: mathematical modeling of biological systems; computational, theoretical or engineering studies with relevance for understanding biological information processing; and artificial implementation of biological information processing and self-organizing principles. Under the main aspects of performance and function of systems, emphasis is laid on communication between life sciences and technical/theoretical disciplines.
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