Modeling neuron firing pattern using a two state Markov chain

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 syste...

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Bibliographic Details
Main Authors: Nossenson, N, Messer, H
Format: Conference Proceeding
Language:English
Subjects:
Auditory system
Brain modeling
Hidden Markov models
Markov processes
Mathematical model
Neurons
Probabilistic logic
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Summary: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.
ISSN:1551-2282
2151-870X
DOI:10.1109/SAM.2010.5606761