ARMA Modelling of Sleep Spindles

Arnaldo Manuel Guimarães Batista; Manuel Duarte Ortigueira; DEE Group Author

doi:10.1007/978-3-642-19170-1_37

ARMA Modelling of Sleep Spindles

Arnaldo Manuel Guimarães Batista, Manuel Duarte Ortigueira, DEE Group Author

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

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.

Original language	Unknown
Title of host publication	IFIP Advances in Information and Communication Technology
Pages	341-348
ISBN (Electronic)	978-3-642-19170-1
DOIs	https://doi.org/10.1007/978-3-642-19170-1_37
Publication status	Published - 1 Jan 2011
Event	2nd IFIP WG 5.5/SOCOLNET Doctoral Conference on Computing, Electrical and Industrial Systems - Costa da Caparica, Portugal Duration: 21 Feb 2011 → 23 Feb 2011

Conference

Conference	2nd IFIP WG 5.5/SOCOLNET Doctoral Conference on Computing, Electrical and Industrial Systems
Country/Territory	Portugal
City	Costa da Caparica
Period	21/02/11 → 23/02/11

Access to Document

10.1007/978-3-642-19170-1_37

Cite this

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title = "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",

author = "Batista, {Arnaldo Manuel Guimar{\~a}es} and Ortigueira, {Manuel Duarte} and {DEE Group Author}",

note = "Sem PDF; 2nd IFIP WG 5.5/SOCOLNET Doctoral Conference on Computing, Electrical and Industrial Systems ; Conference date: 21-02-2011 Through 23-02-2011",

year = "2011",

month = jan,

day = "1",

doi = "10.1007/978-3-642-19170-1_37",

language = "Unknown",

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booktitle = "IFIP Advances in Information and Communication Technology",

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AU - Batista, Arnaldo Manuel Guimarães

AU - Ortigueira, Manuel Duarte

AU - DEE Group Author

N1 - Sem PDF

PY - 2011/1/1

Y1 - 2011/1/1

N2 - 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.

AB - 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.

KW - sleep spindles

KW - ARMA

KW - EEG

U2 - 10.1007/978-3-642-19170-1_37

DO - 10.1007/978-3-642-19170-1_37

M3 - Conference contribution

SN - 978-3-642-19169-5

SP - 341

EP - 348

BT - IFIP Advances in Information and Communication Technology

T2 - 2nd IFIP WG 5.5/SOCOLNET Doctoral Conference on Computing, Electrical and Industrial Systems

Y2 - 21 February 2011 through 23 February 2011

ER -