Computational Modelling of the Brain - Modelling Approaches to Cells, Circuits and Networks (Hardcover, 1st ed. 2022)

This volume offers an up-to-date overview of essential concepts and modern approaches to computational modelling, including the use of experimental techniques related to or directly inspired by them. The book introduces, at increasing levels of complexity and with the non-specialist in mind, state-of-the-art topics ranging from single-cell and molecular descriptions to circuits and networks. Four major themes are covered, including subcellular modelling of ion channels and signalling pathways at the molecular level, single-cell modelling at different levels of spatial complexity, network modelling from local microcircuits to large-scale simulations of entire brain areas and practical examples. Each chapter presents a systematic overview of a specific topic and provides the reader with the fundamental tools needed to understand the computational modelling of neural dynamics. This book is aimed at experimenters and graduate students with little or no prior knowledge of modelling who are interested in learning about computational models from the single molecule to the inter-areal communication of brain structures. The book will appeal to computational neuroscientists, engineers, physicists and mathematicians interested in contributing to the field of neuroscience. Chapters 6, 10 and 11 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Cellular Neuroscience, Neural Circuits and Systems Neuroscience, 1359
Release date:	April 2022
First published:	2022
Editors:	Michele Giugliano • Mario Negrello • Daniele Linaro
Dimensions:	254 x 178mm (L x W)
Format:	Hardcover
Pages:	359
Edition:	1st ed. 2022
ISBN-13:	978-3-03-089438-2
Categories:	Books > Science & Mathematics > Biology, life sciences > Molecular biology Books > Computing & IT > General theory of computing > General Books > Computing & IT > Applications of computing > General Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Neurosciences Promotions
LSN:	3-03-089438-X
Barcode:	9783030894382

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