Delayed feedback and detection of weak periodic signals in a stochastic Hodgkin-Huxley neuron

We study the effect of the delayed feedback loop on the weak periodic signal detection performance of a stochastic Hodgkin-Huxley neuron. We consider an electrical autapse characterized by its coupling strength and delay time. The stochastic Hodgkin-Huxley neuron exhibits subthreshold oscillations, and thus has an intrinsic time scale with the subthreshold oscillations. Therefore, we investigate the interplay of the subthreshold oscillations, coupling strength and delay time on the weak periodic signal detection. Results indicate that the delayed feedback either enhances or suppresses the weak signal detection depending on its parameters, when compared to that without the feedback. The delayed feedback augments the weak periodic signal detection for the optimal values of the intrinsic noise and the coupling strength when the delay time is close to the integer multiples of the period of the intrinsic oscillations, due to the multiple resonance among the weak signal, the intrinsic oscillations, and the delayed feedback. We analyze the interspike interval histograms and show that the delayed feedback enhances or suppresses the weak periodic signal detection by increasing or decreasing the phase locking (synchronization) between the spiking and the weak periodic signal. We also show that an optimal phase locking is obtained when the delay time is close to the period of the intrinsic oscillations, leading a single dominant time scale in the spike trains. © 2014 Elsevier B.V. All rights reserved.

Eser Adı
[dc.title]
Delayed feedback and detection of weak periodic signals in a stochastic Hodgkin-Huxley neuron
Yazar
[dc.contributor.author]
Yılmaz, Ergin
Yazar
[dc.contributor.author]
Özer, Mahmut
Yayın Yılı
[dc.date.issued]
2015
Yayıncı
[dc.publisher]
Elsevier
Yayın Türü
[dc.type]
article
Özet
[dc.description.abstract]
We study the effect of the delayed feedback loop on the weak periodic signal detection performance of a stochastic Hodgkin-Huxley neuron. We consider an electrical autapse characterized by its coupling strength and delay time. The stochastic Hodgkin-Huxley neuron exhibits subthreshold oscillations, and thus has an intrinsic time scale with the subthreshold oscillations. Therefore, we investigate the interplay of the subthreshold oscillations, coupling strength and delay time on the weak periodic signal detection. Results indicate that the delayed feedback either enhances or suppresses the weak signal detection depending on its parameters, when compared to that without the feedback. The delayed feedback augments the weak periodic signal detection for the optimal values of the intrinsic noise and the coupling strength when the delay time is close to the integer multiples of the period of the intrinsic oscillations, due to the multiple resonance among the weak signal, the intrinsic oscillations, and the delayed feedback. We analyze the interspike interval histograms and show that the delayed feedback enhances or suppresses the weak periodic signal detection by increasing or decreasing the phase locking (synchronization) between the spiking and the weak periodic signal. We also show that an optimal phase locking is obtained when the delay time is close to the period of the intrinsic oscillations, leading a single dominant time scale in the spike trains. © 2014 Elsevier B.V. All rights reserved.
Kayıt Giriş Tarihi
[dc.date.accessioned]
2019-12-23
Açık Erişim Tarihi
[dc.date.available]
2019-12-23
Yayın Dili
[dc.language.iso]
eng
Konu Başlıkları
[dc.subject]
Autapses
Konu Başlıkları
[dc.subject]
Channel noise
Konu Başlıkları
[dc.subject]
Self-delayed feedback
Künye
[dc.identifier.citation]
Yilmaz, E. ve Ozer, M. (2015). Delayed feedback and detection of weak periodic signals in a stochastic Hodgkin–Huxley neuron. Physica A: Statistical Mechanics and its Applications, 421, 455–462. doi:https://doi.org/10.1016/j.physa.2014.10.096
Haklar
[dc.rights]
info:eu-repo/semantics/closedAccess
ISSN
[dc.identifier.issn]
0378-4371
İlk Sayfa Sayısı
[dc.identifier.startpage]
455
Son Sayfa Sayısı
[dc.identifier.endpage]
462
Dergi Adı
[dc.relation.journal]
Physica A: Statistical Mechanics and its Applications
Dergi Cilt Bilgisi
[dc.identifier.volume]
421
Tek Biçim Adres
[dc.identifier.uri]
https://dx.doi.org/10.1016/j.physa.2014.10.096
Tek Biçim Adres
[dc.identifier.uri]
https://hdl.handle.net/20.500.12628/4994
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signal oscillations feedback intrinsic delayed periodic detection subthreshold coupling strength optimal enhances period locking suppresses stochastic neuron Hodgkin-Huxley between (synchronization) effect exhibits decreasing increasing performance histograms interval spiking leading obtained analyze single dominant trains Elsevier
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