ArticleCognitive neurodynamics2024
Imperfect chimera and synchronization in a hybrid adaptive conductance based exponential integrate and fire neuron model.
Article in Cognitive neurodynamics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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3 citing papers in PubMed.
- Synaptic effects on the intermittent synchronization of gamma rhythms.Cognitive neurodynamics · 2024Article
- Unraveling the dynamics of a flux coupled Chialvo neurons and the existence of extreme events.Cognitive neurodynamics · 2024Article
- Energy and synchronization between two neurons with nonlinear coupling.Cognitive neurodynamics · 2024Article
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5 authors.
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Abstract
In this study, the hybrid conductance-based adaptive exponential integrate and fire (CadEx) neuron model is proposed to determine the effect of magnetic flux on conductance-based neurons. To begin with, bifurcation analysis is carried out in relation to the input current, resetting parameter, and adaptation time constant in order to comprehend dynamical transitions. We exemplify that the existence of period-1, period-2, and period-4 cycles depends on the magnitude of input current via period doubling and period halving bifurcations. Furthermore, the presence of chaotic behavior is discovered by varying the adaptation time constant via the period doubling route. Following that, we examine the network behavior of CadEx neurons and discover the presence of a variety of dynamical behaviors such as desynchronization, traveling chimera, traveling wave, imperfect chimera, and synchronization. The appearance of synchronization is especially noticeable when the magnitude of the magnetic flux coefficient or the strength of coupling strength is increased. As a result, achieving synchronization in CadEx is essential for neuron activity, which can aid in the realization of such behavior during many cognitive processes.
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