A Stochastic Version of the Jansen and Rit Neural Mass Model: Analysis and Numerics
نویسندگان
چکیده
منابع مشابه
A Stochastic Version of the Jansen and Rit Neural Mass Model: Analysis and Numerics
Neural mass models provide a useful framework for modelling mesoscopic neural dynamics and in this article we consider the Jansen and Rit neural mass model (JR-NMM). We formulate a stochastic version of it which arises by incorporating random input and has the structure of a damped stochastic Hamiltonian system with nonlinear displacement. We then investigate path properties and moment bounds o...
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We investigate how changes in network structure can lead to pathological oscillations similar to those observed in epileptic brain. Specifically, we conduct a bifurcation analysis of a network of two Jansen-Rit neural mass models, representing two cortical regions, to investigate different aspects of its behavior with respect to changes in the input and interconnection gains. The bifurcation di...
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ژورنال
عنوان ژورنال: The Journal of Mathematical Neuroscience
سال: 2017
ISSN: 2190-8567
DOI: 10.1186/s13408-017-0046-4