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Information-based methods for neuroimaging: analyzing structure, function and dynamics
The aim of this Research Topic is to discuss the state of the art on the use of Information-based methods in the analysis of neuroimaging data. Information-based methods, typically built as extensions of the Shannon Entropy, are at the basis of model-free approaches which, being based on probability distributions rather than on specific expectations, can account for all possible non-linearities pr…
Creatore
- Miguel Angel Munoz
- Daniele Marinazzo
- Jesus M. Cortes
- Miguel Ángel Muñoz
Editore
- Frontiers Media SA
Argomento
- brain connectivity
- Information Theory
- transfer entropy
- Granger causality
- mutual information
- structural connectome
- functional connectome
- network theory
- computational neuroscience
- neuroinformatics
Data
- 2015
- 2015
Creatore
- Miguel Angel Munoz
- Daniele Marinazzo
- Jesus M. Cortes
- Miguel Ángel Muñoz
Editore
- Frontiers Media SA
Argomento
- brain connectivity
- Information Theory
- transfer entropy
- Granger causality
- mutual information
- structural connectome
- functional connectome
- network theory
- computational neuroscience
- neuroinformatics
Data
- 2015
- 2015
Fornitore di contenuti
Dichiarazione dei diritti del supporto in questo record (se non diversamente specificato)
- http://creativecommons.org/licenses/by/4.0/
Diritti
- http://creativecommons.org/licenses/by/3.0/legalcode
Codice di identificazione
- http://journal.frontiersin.org/researchtopic/1241/information-based-methods-for-neuroimaging-analyzing-structure-function-and-dynamics
- http://www.doabooks.org/doab?func=search&query=rid:17737
- ISBN: 9782889195022
Lingua
- English
Anno
- 2015
Paese fornitore
- Netherlands
Nome della collezione
Pubblicato per la prima volta su Europeana
- 2016-08-17T15:47:35.472Z
Ultimo aggiornamento dal fornitore di contenuti
- 2016-09-19T12:17:27.104Z