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ARMA Modelling of Sleep Spindles

João Costa 1 Manuel Ortigueira 2 Arnaldo Batista 2
1 IPS - Escola Superior de Tecnologia de Setúbal
2 NOVA - Universidade Nova de Lisboa = NOVA University of Lisboa
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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IFIP | IFIP-AICT | IFIP-AICT-349 | IFIP-DOCEIS | IFIP-TC5 | IFIP-TC | IFIP-WG5-5 | IFIP-WG

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João Costa, Manuel Ortigueira, Arnaldo Batista. ARMA Modelling of Sleep Spindles. 2nd Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), Feb 2011, Costa de Caparica, Portugal. pp.341-348, ⟨10.1007/978-3-642-19170-1_37⟩. ⟨hal-01566572⟩

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