Modeling neuron firing pattern using a two state Markov chain

Nir Nossenson; Hagit Meser-Yaron

doi:10.1109/SAM.2010.5606761

Modeling neuron firing pattern using a two state Markov chain

Nir Nossenson, Hagit Meser-Yaron

Open University of Israel

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We study a possible model for neuron firing pattern as a two state Markov chain. We compare the qualitative predications of the model with various types of neural measurements available in the literature. It is shown that this model explains well several phenomena observed in different sensory systems of mammals.

Original language	English
Title of host publication	2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010
Pages	41-44
Number of pages	4
DOIs	https://doi.org/10.1109/SAM.2010.5606761
State	Published - 2010
Event	2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010 - Jerusalem, Israel Duration: 4 Oct 2010 → 7 Oct 2010

Publication series

Name	2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010

Conference

Conference	2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010
Country/Territory	Israel
City	Jerusalem
Period	4/10/10 → 7/10/10

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10.1109/SAM.2010.5606761

Cite this

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title = "Modeling neuron firing pattern using a two state Markov chain",

abstract = "We study a possible model for neuron firing pattern as a two state Markov chain. We compare the qualitative predications of the model with various types of neural measurements available in the literature. It is shown that this model explains well several phenomena observed in different sensory systems of mammals.",

author = "Nir Nossenson and Hagit Meser-Yaron",

year = "2010",

doi = "10.1109/SAM.2010.5606761",

language = "אנגלית",

isbn = "9781424489770",

series = "2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010",

pages = "41--44",

booktitle = "2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010",

note = "null ; Conference date: 04-10-2010 Through 07-10-2010",

}

Nossenson, N & Meser-Yaron, H 2010, Modeling neuron firing pattern using a two state Markov chain. in 2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010., 5606761, 2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010, pp. 41-44, 2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010, Jerusalem, Israel, 4/10/10. https://doi.org/10.1109/SAM.2010.5606761

Modeling neuron firing pattern using a two state Markov chain. / Nossenson, Nir; Meser-Yaron, Hagit.

2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010. 2010. p. 41-44 5606761 (2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Modeling neuron firing pattern using a two state Markov chain

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