Phase Coherence Induced by Additive Gaussian and Non-gaussian Noise in Excitable Networks With Application to Burst Suppression-Like Brain Signals

Hutt, Axel; Lefebvre, Jérémie; Hight, Darren; Kaiser, Heiko (2020). Phase Coherence Induced by Additive Gaussian and Non-gaussian Noise in Excitable Networks With Application to Burst Suppression-Like Brain Signals. Frontiers in applied mathematics and statistics, 5 Frontiers 10.3389/fams.2019.00069

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It is well-known that additive noise affects the stability of non-linear systems. Using a network composed of two interacting populations, detailed stochastic and non-linear analysis demonstrates that increasing the intensity of iid additive noise induces a phase transition from a spectrally broad-band state to a phase-coherent oscillatory state. Corresponding coherence resonance-like system behavior is described analytically for iid noise as well. Stochastic transitions and coherence resonance-like behavior were also found to occur for non-iid additive noise induced by increased heterogeneity, corresponding analytical results complement the analysis. Finally, the results are applied to burst suppression-like patterns observed in electroencephalographic data under anesthesia, providing strong evidence that these patterns reflect jumps between random and phase-coherent neural states induced by varying external additive noise levels.

Item Type:

Journal Article (Original Article)

Division/Institute:

04 Faculty of Medicine > Department of Intensive Care, Emergency Medicine and Anaesthesiology (DINA) > Clinic and Policlinic for Anaesthesiology and Pain Therapy

UniBE Contributor:

Hight, Darren and Kaiser, Heiko

Subjects:

600 Technology > 610 Medicine & health

ISSN:

2297-4687

Publisher:

Frontiers

Language:

English

Submitter:

Jeannie Wurz

Date Deposited:

11 Feb 2020 10:56

Last Modified:

11 Feb 2020 10:56

Publisher DOI:

10.3389/fams.2019.00069

BORIS DOI:

10.7892/boris.139486

URI:

https://boris.unibe.ch/id/eprint/139486

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