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Inference Methods for Interaction and No...

Mori, Fumito...

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Inference Methods for Interaction and Noise Intensities Using Only Spike-time Data on Coupled Oscillators by Mori, Fumito ( Author )

Content Provider	Lemonjar Open Access
Publisher	Australian National University
Publication Date	04-08-2023
Summary	We propose theoretical methods to infer coupling strength and noise intensity simultaneously through an observation of spike timing in two well-synchronized noisy oscillators. A phase oscillator model is applied to derive formulae relating each of the parameters to some statistics from spike-time data. Using these formulae, each parameter is inferred from a specific set of statistics. We demonstrate the methods with the FitzHugh-Nagumo model as well as the phase model. Our methods do not require any external perturbation and thus are ready for application to various experimental systems.
ISBN	-
Item Type	Article
File Type	pdf
File Size	29.34 KB
Language	English
Subjects	-
Unlimited	MYR 0.01
Total read	-
URL	http://arxiv.org/abs/1308.6140

Citation

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AMA 11th EditionReferences

Mori, Fumito. Inference Methods for Interaction and Noise Intensities Using Only Spike-time Data on Coupled Oscillators. Australian National University. August 04, 2023. Accessed September 20, 2024. https://online.provdatabase.com/cite/10673

APA 7th EditionReferences

Mori, Fumito. (2023). Inference Methods for Interaction and Noise Intensities Using Only Spike-time Data on Coupled Oscillators. Australian National University. https://online.provdatabase.com/cite/10673

Chicago 17th EditionReferences

Mori, Fumito. Inference Methods for Interaction and Noise Intensities Using Only Spike-time Data on Coupled Oscillators. Australian National University. 2023. https://online.provdatabase.com/cite/10673

HarvardReferences

Mori, Fumito. (2023). Inference Methods for Interaction and Noise Intensities Using Only Spike-time Data on Coupled Oscillators. [Online]. Australian National University. Available from: https://online.provdatabase.com/cite/10673. (Accessed 20 September 2024).

Harvard AustraliaReferences

Mori, Fumito, 2023, Inference Methods for Interaction and Noise Intensities Using Only Spike-time Data on Coupled Oscillators, Australian National University, viewed 20 September 2024, <https://online.provdatabase.com/cite/10673>

MLA 9th EditionWorks Cited

Mori, Fumito. Inference Methods for Interaction and Noise Intensities Using Only Spike-time Data on Coupled Oscillators. Australian National University, 2023. PROV Database, https://online.provdatabase.com/cite/10673.

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