Dynamics of on-off neural firing patterns and stochastic effects near a sub-critical Hopf bifurcation.
On-off firing patterns, in which repetition of clusters of spikes are interspersed with epochs of subthreshold oscillations or quiescent states, have been observed in various nervous systems, but the dynamics of this event remain unclear. Here, we report that on-off firing patterns observed in three...
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| Format: | Article |
| Language: | English |
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Public Library of Science (PLoS)
2015-01-01
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| Series: | PLoS ONE |
| Online Access: | http://europepmc.org/articles/PMC4395087?pdf=render |
| _version_ | 1818927488690028544 |
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| author | Gu Huaguang Zhao Zhiguo Jia Bing Chen Shenggen |
| author_facet | Gu Huaguang Zhao Zhiguo Jia Bing Chen Shenggen |
| author_sort | Gu Huaguang |
| collection | DOAJ |
| description | On-off firing patterns, in which repetition of clusters of spikes are interspersed with epochs of subthreshold oscillations or quiescent states, have been observed in various nervous systems, but the dynamics of this event remain unclear. Here, we report that on-off firing patterns observed in three experimental models (rat sciatic nerve subject to chronic constrictive injury, rat CA1 pyramidal neuron, and rabbit blood pressure baroreceptor) appeared as an alternation between quiescent state and burst containing multiple period-1 spikes over time. Burst and quiescent state had various durations. The interspike interval (ISI) series of on-off firing pattern was suggested as stochastic using nonlinear prediction and autocorrelation function. The resting state was changed to a period-1 firing pattern via on-off firing pattern as the potassium concentration, static pressure, or depolarization current was changed. During the changing process, the burst duration of on-off firing pattern increased and the duration of the quiescent state decreased. Bistability of a limit cycle corresponding to period-1 firing and a focus corresponding to resting state was simulated near a sub-critical Hopf bifurcation point in the deterministic Morris-Lecar (ML) model. In the stochastic ML model, noise-induced transitions between the coexisting regimes formed an on-off firing pattern, which closely matched that observed in the experiment. In addition, noise-induced exponential change in the escape rate from the focus, and noise-induced coherence resonance were identified. The distinctions between the on-off firing pattern and stochastic firing patterns generated near three other types of bifurcations of equilibrium points, as well as other viewpoints on the dynamics of on-off firing pattern, are discussed. The results not only identify the on-off firing pattern as noise-induced stochastic firing pattern near a sub-critical Hopf bifurcation point, but also offer practical indicators to discriminate bifurcation types and neural excitability types. |
| first_indexed | 2024-12-20T03:13:49Z |
| format | Article |
| id | doaj.art-c2d9543f212446dfac9cc527783e15ef |
| institution | Directory Open Access Journal |
| issn | 1932-6203 |
| language | English |
| last_indexed | 2024-12-20T03:13:49Z |
| publishDate | 2015-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj.art-c2d9543f212446dfac9cc527783e15ef2022-12-21T19:55:24ZengPublic Library of Science (PLoS)PLoS ONE1932-62032015-01-01104e012102810.1371/journal.pone.0121028Dynamics of on-off neural firing patterns and stochastic effects near a sub-critical Hopf bifurcation.Gu HuaguangZhao ZhiguoJia BingChen ShenggenOn-off firing patterns, in which repetition of clusters of spikes are interspersed with epochs of subthreshold oscillations or quiescent states, have been observed in various nervous systems, but the dynamics of this event remain unclear. Here, we report that on-off firing patterns observed in three experimental models (rat sciatic nerve subject to chronic constrictive injury, rat CA1 pyramidal neuron, and rabbit blood pressure baroreceptor) appeared as an alternation between quiescent state and burst containing multiple period-1 spikes over time. Burst and quiescent state had various durations. The interspike interval (ISI) series of on-off firing pattern was suggested as stochastic using nonlinear prediction and autocorrelation function. The resting state was changed to a period-1 firing pattern via on-off firing pattern as the potassium concentration, static pressure, or depolarization current was changed. During the changing process, the burst duration of on-off firing pattern increased and the duration of the quiescent state decreased. Bistability of a limit cycle corresponding to period-1 firing and a focus corresponding to resting state was simulated near a sub-critical Hopf bifurcation point in the deterministic Morris-Lecar (ML) model. In the stochastic ML model, noise-induced transitions between the coexisting regimes formed an on-off firing pattern, which closely matched that observed in the experiment. In addition, noise-induced exponential change in the escape rate from the focus, and noise-induced coherence resonance were identified. The distinctions between the on-off firing pattern and stochastic firing patterns generated near three other types of bifurcations of equilibrium points, as well as other viewpoints on the dynamics of on-off firing pattern, are discussed. The results not only identify the on-off firing pattern as noise-induced stochastic firing pattern near a sub-critical Hopf bifurcation point, but also offer practical indicators to discriminate bifurcation types and neural excitability types.http://europepmc.org/articles/PMC4395087?pdf=render |
| spellingShingle | Gu Huaguang Zhao Zhiguo Jia Bing Chen Shenggen Dynamics of on-off neural firing patterns and stochastic effects near a sub-critical Hopf bifurcation. PLoS ONE |
| title | Dynamics of on-off neural firing patterns and stochastic effects near a sub-critical Hopf bifurcation. |
| title_full | Dynamics of on-off neural firing patterns and stochastic effects near a sub-critical Hopf bifurcation. |
| title_fullStr | Dynamics of on-off neural firing patterns and stochastic effects near a sub-critical Hopf bifurcation. |
| title_full_unstemmed | Dynamics of on-off neural firing patterns and stochastic effects near a sub-critical Hopf bifurcation. |
| title_short | Dynamics of on-off neural firing patterns and stochastic effects near a sub-critical Hopf bifurcation. |
| title_sort | dynamics of on off neural firing patterns and stochastic effects near a sub critical hopf bifurcation |
| url | http://europepmc.org/articles/PMC4395087?pdf=render |
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