Multiscale Autoregressive Identification of Neuroelectrophysiological Systems

Electrical signals between connected neural nuclei are difficult to model because of the complexity and high number of paths within the brain. Simple parametric models are therefore often used. A multiscale version of the autoregressive with exogenous input (MS-ARX) model has recently been develope...

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Bibliographic Details
Main Authors: Timothy P. Gilmour, Thyagarajan Subramanian, Constantino Lagoa, W. Kenneth Jenkins
Format: Article
Language:English
Published: Hindawi Limited 2012-01-01
Series:Computational and Mathematical Methods in Medicine
Online Access:http://dx.doi.org/10.1155/2012/580795