具有频率可调的神经元样活动的环形发生器

IF 0.5 Q4 PHYSICS, MULTIDISCIPLINARY
N. Egorov, M. Sysoeva, V. Ponomarenko, M. Kornilov, I. Sysoev
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引用次数: 3

摘要

这项工作的目的是建立一个类似神经元活动的放射物理发生器,其频率可以以各种方式调节,与海马体结构和病理癫痫节律产生的现代观点相对应。方法。发生器的元件是完整的FitzHugh - Nagumo神经元的无线电工程实现和具有延迟参数的s型函数形式的化学突触的电子实现。仿真在SPICE模拟器中进行。结果。考虑了将延迟引入耦合的各种方法:理想延迟线,带变阻器的相位滤波器,一个可调谐贝塞尔滤波器和一系列不可调谐贝塞尔滤波器。对于电路实现,使用贝塞尔滤波器和变阻器的方法被认为是最优的,因为它在简单性和最小化信号失真之间取得了折衷。构造了振荡频率与环中元素数和延迟时间的关系。在一定的参数值下,研究了发电系统的双稳定性。包含抑制性的影响元素(中间神经元)的电路。结论。所构建的环形发生器模拟了实验观察到的边缘癫痫放电基频的动态特性。它能够再现由于外部短期驱动、平滑和尖锐的频率调谐、相同参数下不同模式的共存而产生的振荡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ring generator of neuron-like activity with tunable frequency
The aim of the work is to build a radiophysical generator of neuron-like activity with a frequency tunable in various ways, corresponding to modern ideas about the structure of the hippocampus and the generation of pathological epileptic rhythms in it. Methods. The elements of the generator are radio engineering implementations of the complete FitzHugh– Nagumo neuron and the electronic implementation of a chemical synapse in the form of a sigmoid function with a delayed argument. The simulation was carried out in the SPICE simulator. Results. Various ways of introducing delay into the coupling are considered: an ideal delay line, a phase filter with a rheostat, one tunable Bessel filter, and a sequence of non-tunable Bessel filters. For circuit implementation, the approach using a Bessel filter with a rheostat is recognized as optimal as a compromise between simplicity and minimization of signal distortion. The dependences of the oscillation frequency on the number of elements in the ring and the delay time are constructed. The bistability of generation regimes is studied for certain values of the parameters. The effect of inclusion of inhibitory elements (interneurons) in the circuit is considered. Conclusion. The constructed ring generator models the experimentally observed properties of the dynamics of epileptic discharge fundamental frequency in limbic epilepsy. It is able to reproduce the occurrence of oscillations as a result of external short-term driving, smooth and sharp frequency tuning, the coexistence of different modes with the same parameters.
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来源期刊
CiteScore
1.20
自引率
25.00%
发文量
47
期刊介绍: Scientific and technical journal Izvestiya VUZ. Applied Nonlinear Dynamics is an original interdisciplinary publication of wide focus. The journal is included in the List of periodic scientific and technical publications of the Russian Federation, recommended for doctoral thesis publications of State Commission for Academic Degrees and Titles at the Ministry of Education and Science of the Russian Federation, indexed by Scopus, RSCI. The journal is published in Russian (English articles are also acceptable, with the possibility of publishing selected articles in other languages by agreement with the editors), the articles data as well as abstracts, keywords and references are consistently translated into English. First and foremost the journal publishes original research in the following areas: -Nonlinear Waves. Solitons. Autowaves. Self-Organization. -Bifurcation in Dynamical Systems. Deterministic Chaos. Quantum Chaos. -Applied Problems of Nonlinear Oscillation and Wave Theory. -Modeling of Global Processes. Nonlinear Dynamics and Humanities. -Innovations in Applied Physics. -Nonlinear Dynamics and Neuroscience. All articles are consistently sent for independent, anonymous peer review by leading experts in the relevant fields, the decision to publish is made by the Editorial Board and is based on the review. In complicated and disputable cases it is possible to review the manuscript twice or three times. The journal publishes review papers, educational papers, related to the history of science and technology articles in the following sections: -Reviews of Actual Problems of Nonlinear Dynamics. -Science for Education. Methodical Papers. -History of Nonlinear Dynamics. Personalia.
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