Title :
Modeling neuron firing pattern using a two state Markov chain
Author :
Nossenson, Nir ; Messer, Hagit
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.
Keywords :
Markov processes; bioelectric phenomena; neurophysiology; physiological models; mammals; neuron firing pattern; sensory systems; two state Markov chain modeling; Auditory system; Brain modeling; Hidden Markov models; Markov processes; Mathematical model; Neurons; Probabilistic logic;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2010 IEEE
Conference_Location :
Jerusalem
Print_ISBN :
978-1-4244-8978-7
Electronic_ISBN :
1551-2282
DOI :
10.1109/SAM.2010.5606761
