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Computational neurology and psychiatry

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Computational neurology and psychiatry/ edited by Peter Erdi, Basabdatta Sen Bhattacharya, Amy L. Cochran.
other author:	Erdi, Peter.
Published:	Cham :Springer International Publishing : : 2017.,
Description:	vi, 448 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Neurology - Data processing. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-49959-8
ISBN:	9783319499598

Computational neurology and psychiatry
Computational neurology and psychiatry[electronic resource] /edited by Peter Erdi, Basabdatta Sen Bhattacharya, Amy L. Cochran. - Cham :Springer International Publishing :2017. - vi, 448 p. :ill., digital ;24 cm. - Springer series in bio-/neuroinformatics,v.62193-9349 ;. - Springer series in bio-/neuroinformatics ;v.3..

From the Content -- Introduction -- Outgrowing Neurological Diseases: Microcircuits, Conduction Delay and Dynamic Diseases -- Extracellular Potassium and Focal Seizures - Insight From in Silico Study -- Time Series and Interactions: Data Processing in Epilepsy Research.

This book presents the latest research in computational methods for modeling and simulating brain disorders. In particular, it shows how mathematical models can be used to study the relationship between a given disorder and the specific brain structure associated with that disorder. It also describes the emerging field of computational psychiatry, including the study of pathological behavior due to impaired functional connectivity, pathophysiological activity, and/or aberrant decision-making. Further, it discusses the data analysis techniques that will be required to analyze the increasing amount of data being generated about the brain. Lastly, the book offers some tips on the application of computational models in the field of quantitative systems pharmacology. Mainly written for computational scientists eager to discover new application fields for their model, this book also benefits neurologists and psychiatrists wanting to learn about new methods.

ISBN: 9783319499598

Standard No.: 10.1007/978-3-319-49959-8doiSubjects--Topical Terms:

1251450
Neurology
--Data processing.

LC Class. No.: QP357.5

Dewey Class. No.: 616.800285

Computational neurology and psychiatry
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245 0 0 $a Computational neurology and psychiatry $h [electronic resource] / $c edited by Peter Erdi, Basabdatta Sen Bhattacharya, Amy L. Cochran.
260 $a Cham : $c 2017. $b Springer International Publishing : $b Imprint: Springer,
300 $a vi, 448 p. : $b ill., digital ; $c 24 cm.
490 1 $a Springer series in bio-/neuroinformatics, $x 2193-9349 ; $v v.6
505 0 $a From the Content -- Introduction -- Outgrowing Neurological Diseases: Microcircuits, Conduction Delay and Dynamic Diseases -- Extracellular Potassium and Focal Seizures - Insight From in Silico Study -- Time Series and Interactions: Data Processing in Epilepsy Research.
520 $a This book presents the latest research in computational methods for modeling and simulating brain disorders. In particular, it shows how mathematical models can be used to study the relationship between a given disorder and the specific brain structure associated with that disorder. It also describes the emerging field of computational psychiatry, including the study of pathological behavior due to impaired functional connectivity, pathophysiological activity, and/or aberrant decision-making. Further, it discusses the data analysis techniques that will be required to analyze the increasing amount of data being generated about the brain. Lastly, the book offers some tips on the application of computational models in the field of quantitative systems pharmacology. Mainly written for computational scientists eager to discover new application fields for their model, this book also benefits neurologists and psychiatrists wanting to learn about new methods.
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650 0 $a Computational neuroscience. $3 581378
650 1 4 $a Engineering. $3 561152
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650 2 4 $a Simulation and Modeling. $3 669249
650 2 4 $a Neurosciences. $3 593561
650 2 4 $a Mathematical Models of Cognitive Processes and Neural Networks. $3 884110
700 1 $a Erdi, Peter. $3 677221
700 1 $a Bhattacharya, Basabdatta Sen. $3 1068865
700 1 $a Cochran, Amy L. $3 1251449
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