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分形神经动力学的临床灵敏度。

Clinical Sensitivity of Fractal Neurodynamics.

机构信息

Nalecz Institute of Biocybernetics and Biomedical Engineering, Polish Academy of Sciences, Warsaw, Poland.

Department of Biomimetic Membranes and Textiles, EMPA Material Science and Technology, St. Gallen, Switzerland.

出版信息

Adv Neurobiol. 2024;36:285-312. doi: 10.1007/978-3-031-47606-8_15.

Abstract

Among the significant advances in the understanding of the organization of the neuronal networks that coordinate the body and brain, their complex nature is increasingly important, resulting from the interaction between the very large number of constituents strongly organized hierarchically and at the same time with "self-emerging." This awareness drives us to identify the measures that best quantify the "complexity" that accompanies the continuous evolutionary dynamics of the brain. In this chapter, after an introductory section (Sect. 15.1), we examine how the Higuchi fractal dimension is able to perceive physiological processes (15.2), neurological (15.3) and psychiatric (15.4) disorders, and neuromodulation effects (15.5), giving a mention of other methods of measuring neuronal electrical activity in addition to electroencephalography, such as magnetoencephalography and functional magnetic resonance. Conscious that further progress will support a deeper understanding of the temporal course of neuronal activity because of continuous interaction with the environment, we conclude confident that the fractal dimension has begun to uncover important features of the physiology of brain activity and its alterations.

摘要

在理解协调身体和大脑的神经元网络组织方面取得了重大进展,其复杂性质变得越来越重要,这是由于数量非常庞大的组成部分之间的相互作用,这些组成部分强烈地按层次组织,同时具有“自涌现”特性。这种认识促使我们确定能够最好地量化伴随大脑不断进化动态的“复杂性”的度量标准。在这一章中,在介绍性部分(第 15.1 节)之后,我们研究了 Higuchi 分形维数如何能够感知生理过程(15.2)、神经(15.3)和精神(15.4)障碍以及神经调节效应(15.5),除了脑电图之外,还提到了测量神经元电活动的其他方法,例如脑磁图和功能磁共振成像。我们意识到,由于与环境的持续相互作用,进一步的进展将支持对神经元活动的时间进程的更深入理解,因此我们有信心相信,分形维数已经开始揭示大脑活动生理学及其改变的重要特征。

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