Modeling of the Hodgkin–Huxley neural oscillators dynamics using an artificial neural network

The purpose of this study — to represent a detailed description of the procedure for creating and training a neural network mapping on the example of the dynamics modeling of a neural oscillator of the Hodgkin–Huxley type; to show that the neural network mappings trained for sing...

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Bibliographic Details
Main Authors: Kuptsov, Pavel Vladimirovich, Stankevich, Nataliya Vladimirovna
Format: Article
Language:English
Published: Saratov State University 2024-01-01
Series:Известия высших учебных заведений: Прикладная нелинейная динамика
Subjects:
Online Access:https://andjournal.sgu.ru/sites/andjournal.sgu.ru/files/text-pdf/2024/01/and_2024-1_kuptsov-stankevich_72-95.pdf