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Multivariate Autoregressive Modelling of Causal Connections in EEG

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F10%3A00172262" target="_blank" >RIV/68407700:21230/10:00172262 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Multivariate Autoregressive Modelling of Causal Connections in EEG

  • Original language description

    Conditional Granger causality and related methods have been used in neurophysiology in recent years for revealing causal relations in brain. Multivariate autoregressive models can model dynamic relations in electroencephalography and derived estimators can measure not only the strength of connections but also their directions which are important for understanding brain function during specific tasks. This paper propose an extension of the conditional Granger causality in order to improve a differentiation between strong and weak causal connections.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    FH - Neurology, neuro-surgery, nuero-sciences

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GD102%2F08%2FH008" target="_blank" >GD102/08/H008: Analysis and modelling biomedical and speech signals</a><br>

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2010

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Analýza a zpracování řečových a biologických signálů - sborník prací 2010

  • ISBN

    978-80-01-04680-7

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

  • Publisher name

    České vysoké učení technické v Praze

  • Place of publication

    Praha

  • Event location

    Praha

  • Event date

    Dec 10, 2010

  • Type of event by nationality

    CST - Celostátní akce

  • UT code for WoS article