Establishment of a Mathematical Model for Parkinson's Disease Based on Complex Neural Networks and Design of Deep Brain Electrical Stimulation Treatment Plans.

Parkinson’s disease deep brain electrical stimulation intermittent adaptive feedback controller the mathematical model of basal ganglia

Journal

Studies in health technology and informatics
ISSN: 1879-8365
Titre abrégé: Stud Health Technol Inform
Pays: Netherlands
ID NLM: 9214582

Informations de publication

Date de publication:
23 Nov 2023
Historique:
medline: 28 11 2023
pubmed: 26 11 2023
entrez: 26 11 2023
Statut: ppublish

Résumé

This article introduces the modeling idea of complex neural networks based on the analysis of Parkinson's disease(PD) seizures. According to the Hodgkin-Huxley model of neurons and the synaptic connection theory between neurons, a theoretical model of the basal ganglia circuit was established. To reveal the working mechanism of the brain during the attack of nervous system disease. On this basis, the neural system model is combined with the control theory. Finally, an intermittent adaptive feedback controller is proposed to effectively suppress the onset of Parkinson's disease by stimulating the neuronal system accordingly.

Identifiants

pubmed: 38007805
pii: SHTI230906
doi: 10.3233/SHTI230906
doi:

Types de publication

Journal Article

Langues

eng

Pagination

733-742

Auteurs

Haiyi Sun (H)

Department of Science, Shenyang JianZhu University, Shenyang, China.

Chenxinxiao Lv (C)

School of Electrical and Control Engineering, Shenyang JianZhu University, Shenyang, China.

Xinyi Sun (X)

School of Electrical and Control Engineering, Shenyang JianZhu University, Shenyang, China.

Ran Guo (R)

School of Electrical and Control Engineering, Shenyang JianZhu University, Shenyang, China.

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Classifications MeSH