ARMA Modelling of Sleep Spindles

Abstract : Differences in EEG sleep spindles constitute a promising indicator of neurodegenerative disorders. In this paper an ARMA modelling to sleep spindles is proposed and tested. The primary objective is to distinguish, via poles and zeros location, between regular, elderly and dementia subjects. In order to achieve this goal, a model validation has been done.
Keywords : sleep spindles ARMA EEG
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Communication dans un congrès
Luis M. Camarinha-Matos. 2nd Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), Feb 2011, Costa de Caparica, Portugal. Springer, IFIP Advances in Information and Communication Technology, AICT-349, pp.341-348, 2011, Technological Innovation for Sustainability. 〈10.1007/978-3-642-19170-1_37〉
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João Costa, Manuel Ortigueira, Arnaldo Batista. ARMA Modelling of Sleep Spindles. Luis M. Camarinha-Matos. 2nd Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), Feb 2011, Costa de Caparica, Portugal. Springer, IFIP Advances in Information and Communication Technology, AICT-349, pp.341-348, 2011, Technological Innovation for Sustainability. 〈10.1007/978-3-642-19170-1_37〉. 〈hal-01566572〉

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