Computational Neurology and Psychiatry

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 describe...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Érdi, Péter (Επιμελητής έκδοσης), Sen Bhattacharya, Basabdatta (Επιμελητής έκδοσης), Cochran, Amy L. (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
Σειρά:Springer Series in Bio-/Neuroinformatics, 6
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Computational Neurology and Psychiatry  |h [electronic resource] /  |c edited by Péter Érdi, Basabdatta Sen Bhattacharya, Amy L. Cochran. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2017. 
300 |a VI, 448 p. 157 illus., 119 illus. in color.  |b online resource. 
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490 1 |a Springer Series in Bio-/Neuroinformatics,  |x 2193-9349 ;  |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. 
650 0 |a Engineering. 
650 0 |a Neurosciences. 
650 0 |a Computer simulation. 
650 0 |a Neural networks (Computer science). 
650 0 |a Computational intelligence. 
650 1 4 |a Engineering. 
650 2 4 |a Computational Intelligence. 
650 2 4 |a Simulation and Modeling. 
650 2 4 |a Neurosciences. 
650 2 4 |a Mathematical Models of Cognitive Processes and Neural Networks. 
700 1 |a Érdi, Péter.  |e editor. 
700 1 |a Sen Bhattacharya, Basabdatta.  |e editor. 
700 1 |a Cochran, Amy L.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783319499581 
830 0 |a Springer Series in Bio-/Neuroinformatics,  |x 2193-9349 ;  |v 6 
856 4 0 |u http://dx.doi.org/10.1007/978-3-319-49959-8  |z Full Text via HEAL-Link 
912 |a ZDB-2-ENG 
950 |a Engineering (Springer-11647)