ArticlePLoS computational biology2013
High prevalence of multistability of rest states and bursting in a database of a model neuron.
Article in PLoS computational biology, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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10 citing papers in PubMed.
- In vivo neural activity of electrosensory pyramidal cells: Biophysical characterization and phenomenological modeling.PLoS computational biology · 2025Article
- Multistability of bursting rhythms in a half-center oscillator and the protective effects of synaptic inhibition.Frontiers in cellular neuroscience · 2024Article
- Initial Variability and Time-Dependent Changes of Neuronal Response Features Are Cell-Type-Specific.Frontiers in cellular neuroscience · 2022Article
- Article
- Propensity for Bistability of Bursting and Silence in the Leech Heart Interneuron.Frontiers in computational neuroscience · 2018Article
- Optimizing computer models of corticospinal neurons to replicate in vitro dynamics.Journal of neurophysiology · 2017Article
- Article
- From global to local: exploring the relationship between parameters and behaviors in models of electrical excitability.Journal of computational neuroscience · 2016Article
- Computational models in the age of large datasets.Current opinion in neurobiology · 2015Review
- Identifying crucial parameter correlations maintaining bursting activity.PLoS computational biology · 2014Article
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5 authors.
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Abstract
Flexibility in neuronal circuits has its roots in the dynamical richness of their neurons. Depending on their membrane properties single neurons can produce a plethora of activity regimes including silence, spiking and bursting. What is less appreciated is that these regimes can coexist with each other so that a transient stimulus can cause persistent change in the activity of a given neuron. Such multistability of the neuronal dynamics has been shown in a variety of neurons under different modulatory conditions. It can play either a functional role or present a substrate for dynamical diseases. We considered a database of an isolated leech heart interneuron model that can display silent, tonic spiking and bursting regimes. We analyzed only the cases of endogenous bursters producing functional half-center oscillators (HCOs). Using a one parameter (the leak conductance (g(leak)) bifurcation analysis, we extended the database to include silent regimes (stationary states) and systematically classified cases for the coexistence of silent and bursting regimes. We showed that different cases could exhibit two stable depolarized stationary states and two hyperpolarized stationary states in addition to various spiking and bursting regimes. We analyzed all cases of endogenous bursters and found that 18% of the cases were multistable, exhibiting coexistences of stationary states and bursting. Moreover, 91% of the cases exhibited multistability in some range of g(leak). We also explored HCOs built of multistable neuron cases with coexisting stationary states and a bursting regime. In 96% of cases analyzed, the HCOs resumed normal alternating bursting after one of the neurons was reset to a stationary state, proving themselves robust against this perturbation.
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