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Computational Modelling of the Brain - Modelling Approaches to Cells, Circuits and Networks (1st ed. 2022)
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Computational Modelling of the Brain - Modelling Approaches to Cells, Circuits and Networks (1st ed. 2022)
Series: Advances in Experimental Medicine and Biology, 1359
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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.Â
General
Imprint: |
Springer Nature Switzerland AG
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Country of origin: |
Switzerland |
Series: |
Advances in Experimental Medicine and Biology, 1359 |
Release date: |
April 2023 |
First published: |
2022 |
Editors: |
Michele Giugliano
• Mario Negrello
• Daniele Linaro
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Dimensions: |
254 x 178mm (L x W) |
Pages: |
359 |
Edition: |
1st ed. 2022 |
ISBN-13: |
978-3-03-089441-2 |
Categories: |
Books
Promotions
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LSN: |
3-03-089441-X |
Barcode: |
9783030894412 |
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