Active disturbance rejection synchronization of Morris-Lecar neurons
type: Item
instance of: scholarly article
title: Active disturbance rejection synchronization of Morris-Lecar neurons
zbMATH Open document ID: 1398.92048
DOI: 10.1155/2018/7656252
author: Wei Wei
author: Yanjie Shao
author: Min Zuo
published in: Complexity
publication date: 2018-09-28T00:00:00Z
review text: Summary: Synchronization of biological neurons is not only a hot topic, but also a difficult issue in the field of bioelectrical physiology. Numerous reported synchronization algorithms are designed on the basis of neural model, but they have deficiencies like relatively complex and poor robustness and are difficult to be realized. Morris-Lecar neurons are considered, and a Linear Active Disturbance Rjection Control (LADRC) is designed. Only one control input signal is utilized to synchronize membrane potentials of biological neurons. Meanwhile, in order to verify the robustness of synchronization, sinusoidal signal and parameter perturbations are introduced in numerical simulations. LADRC can still achieve satisfactory synchronization. Both theoretical and numerical simulation results show that LADRC is capable of estimating and cancelling disturbances and uncertainties. Neither accurate neural models nor concrete disturbance signal models are indispensable. A more practical and effective thought is provided to address the synchronization between neurons.
Mathematics Subject Classification ID: 92C20
zbMATH DE Number: 6945227
zbMATH Keywords: active disturbance rejection
zbMATH Keywords: synchronization
zbMATH Keywords: Morris-Lecar neurons
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2018/7656252
OpenAlex ID: W2805133697
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Wikidata QID: Q129731873
description: scientific article; zbMATH DE number 6945227