Publications
Talk · Scientific School Dynamics of Complex Networks and their Applications · September 14, 2022
The simplest neuron models with bistability occurring as a result of accounting new ion channels
Nataliya V. Stankevich, Elmira Bagautdinova
Abstract
A family of Hodgkin-Huxley-type models demonstrating bistability between silent state and bursting oscillations is proposed. In models several ion channels were taking into account to achieve some specific types of bistability and behavior. We studied parameter space of our models with method of chart of dynamical regimes, areas of bistability were localized. Scenarios of bistability occurrence is described. Specific time series character for new ion channel are studied
stochastic dynamics and bifurcationNeural dynamics and brain functionNonlinear Dynamics and Pattern Formationneuron modelsbistabilityHodgkin-Huxley model
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- Discovering Dynamical Features of Hodgkin-Huxley-Type Model of Physiological Neuron Using Artificial Neural NetworkSSRN Electronic Journal · 2022
