ArticleJournal of computational neuroscience2014
Exploring how extracellular electric field modulates neuron activity through dynamical analysis of a two-compartment neuron model.
Article in Journal of computational neuroscience, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Frequency-domain analysis of membrane polarization in two-compartment model neurons with weak alternating electric fields.Cognitive neurodynamics · 2024Article
- Weak electric fields promote resonance in neuronal spiking activity: Analytical results from two-compartment cell and network models.PLoS computational biology · 2019Article
- Morphology controls how hippocampal CA1 pyramidal neuron responds to uniform electric fields: a biophysical modeling study.Scientific reports · 2017Article
- Action potential initiation in a two-compartment model of pyramidal neuron mediated by dendritic CaScientific reports · 2017Article
- Dendritic Properties Control Energy Efficiency of Action Potentials in Cortical Pyramidal Cells.Frontiers in cellular neuroscience · 2017Article
- Cortical neuron activation induced by electromagnetic stimulation: a quantitative analysis via modelling and simulation.Journal of computational neuroscience · 2016Article
- Effects of polarization induced by non-weak electric fields on the excitability of elongated neurons with active dendrites.Journal of computational neuroscience · 2016Article
- Biophysical Insights into How Spike Threshold Depends on the Rate of Membrane Potential Depolarization in Type I and Type II Neurons.PloS one · 2015Article
- Input-output relation and energy efficiency in the neuron with different spike threshold dynamics.Frontiers in computational neuroscience · 2015Article
- Article
- Direct Current Stimulation Alters Neuronal Input/Output Function.Brain stimulationArticle
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Authors and funding
7 authors.
Funding
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Abstract
To investigate how extracellular electric field modulates neuron activity, a reduced two-compartment neuron model in the presence of electric field is introduced in this study. Depending on neuronal geometric and internal coupling parameters, the behaviors of the model have been studied extensively. The neuron model can exist in quiescent state or repetitive spiking state in response to electric field stimulus. Negative electric field mainly acts as inhibitory stimulus to the neuron, positive weak electric field could modulate spiking frequency and spike timing when the neuron is already active, and positive electric fields with sufficient intensity could directly trigger neuronal spiking in the absence of other stimulations. By bifurcation analysis, it is observed that there is saddle-node on invariant circle bifurcation, supercritical Hopf bifurcation and subcritical Hopf bifurcation appearing in the obtained two parameter bifurcation diagrams. The bifurcation structures and electric field thresholds for triggering neuron firing are determined by neuronal geometric and coupling parameters. The model predicts that the neurons with a nonsymmetric morphology between soma and dendrite, are more sensitive to electric field stimulus than those with the spherical structure. These findings suggest that neuronal geometric features play a crucial role in electric field effects on the polarization of neuronal compartments. Moreover, by determining the electric field threshold of our biophysical model, we could accurately distinguish between suprathreshold and subthreshold electric fields. Our study highlights the effects of extracellular electric field on neuronal activity from the biophysical modeling point of view. These insights into the dynamical mechanism of electric field may contribute to the investigation and development of electromagnetic therapies, and the model in our study could be further extended to a neuronal network in which the effects of electric fields on network activity may be investigated.
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