The first results of systems identification methods for fMRI data

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F09%3A00158032" target="_blank" >RIV/68407700:21230/09:00158032 - isvavai.cz</a>
Alternative codes found
RIV/67985556:_____/09:00331809
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
The first results of systems identification methods for fMRI data
Original language description
The main goal of this paper is using identification methods as a certain alternative to Dynamic Casual Modeling (DCM) analysis which detects the so-called intrinsic connections among selected brain areas. In recent years it has been shown that the similar problems, as there appear in functional Magnetic Resonance Imaging(fMRI) area, are formulated in dynamic system identification and estimation tasks. The subspace identification methods were chosen for this identification procedure because they prove good results for Multiple Input Multiple Output (MIMO) systems identification. These methods produce state space description of identified system. The main part of this paper deals with the quality of identification results depending on some important dataparameters. Consequently the processing of final state space description into more suitable form follows.
Czech name
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Czech description
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Project
<a href="/en/project/1M0567" target="_blank" >1M0567: Centre for Applied Cybernetics</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
17th International Conference on Process Control´09
ISBN
978-80-227-3081-5
ISSN
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e-ISSN
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Number of pages
1
Pages from-to
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Publisher name
Slovak University of Technology
Place of publication
Bratislava
Event location
Štrrbské Pleso
Event date
Jun 9, 2009
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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