Estimating Functional Connectivity and Topology in Large-Scale Neuronal Assemblies

Language: English

Published by Springer, Palgrave Macmillan Nov 2020, 2020

3030590410 / 9783030590413

Series: Book 778 of 797 - Springer Theses

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This item is printed on demand - Print on Demand Titel. Neuware -This book describes a set of novel statistical algorithms designed to infer functional connectivity of large-scale neural assemblies. The algorithms are developed with the aim of maximizing computational accuracy and efficiency, while faithfully reconstructing both the inhibitory and excitatory functional links. The book reports on statistical methods to compute the most significant functional connectivity graph, and shows how to use graph theory to extract the topological features of the computed network. A particular feature is that the methods used and extended at the purpose of this work are reported in a fairly completed, yet concise manner, together with the necessary mathematical fundamentals and explanations to understand their application. Furthermore, all these methods have been embedded in the user-friendly open source software named SpiCoDyn, which is also introduced here. All in all, this book provides researchers and graduate students in bioengineering, neurophysiology and computer science, with a set of simplified and reduced models for studying functional connectivity in in silico biological neuronal networks, thus overcoming the complexity of brain circuits.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 104 pp. Englisch.…

Seller Inventory # 9783030590413

Title
Estimating Functional Connectivity and Topology in Large-Scale Neuronal Assemblies
Author
Vito Paolo Pastore
Publisher
Springer, Palgrave Macmillan Nov 2020
Publication year
2020
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030590410
ISBN 13
9783030590413
Item weight
330 grams
Dimensions
241x160x12 mm
Series
Book 778 of 797: Springer Theses

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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