Methods in Brain Connectivity Inference through Multivariate Time Series Analysis
eBook - ePub

Methods in Brain Connectivity Inference through Multivariate Time Series Analysis

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Methods in Brain Connectivity Inference through Multivariate Time Series Analysis

About this book

Interest in brain connectivity inference has become ubiquitous and is now increasingly adopted in experimental investigations of clinical, behavioral, and experimental neurosciences. Methods in Brain Connectivity Inference through Multivariate Time Series Analysis gathers the contributions of leading international authors who discuss different time series analysis approaches, providing a thorough survey of information on how brain areas effectively interact.

Incorporating multidisciplinary work in applied mathematics, statistics, and animal and human experiments at the forefront of the field, the book addresses the use of time series data in brain connectivity interference studies. Contributors present codes and data examples to back up their methodological descriptions, exploring the details of each proposed method as well as an appreciation of their merits and limitations. Supplemental material for the book, including code, data, practical examples, and color figures is supplied in the form of downloadable resources with directories organized by chapter and instruction files that provide additional detail.

The field of brain connectivity inference is growing at a fast pace with new data/signal processing proposals emerging so often as to make it difficult to be fully up to date. This consolidated panorama of data-driven methods includes theoretical bases allied to computational tools, offering readers immediate hands-on experience in this dynamic arena.

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Information

Publisher
CRC Press
Year
2016
eBook ISBN
9781040162583
Topic
Mathematics
Subtopic
Biotechnology in Medicine
Index
Mathematics

Table of contents

  1. Cover
  2. Half Title
  3. FRONTIERS IN NEUROENGINEERING
  4. Title Page
  5. Copyright Page
  6. Contents
  7. Series Preface
  8. Preface
  9. Software and Data CD
  10. Editors
  11. Contributors
  12. 1 Brain Connectivity An Overview
  13. Section I: Fundamental Theory
  14. Section II: Extensions
  15. Section III: Applications
  16. Section IV: Epilogue
  17. Index

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Yes, you can access Methods in Brain Connectivity Inference through Multivariate Time Series Analysis by Koichi Sameshima,Luiz Antonio Baccala in PDF and/or ePUB format, as well as other popular books in Mathematics & Biotechnology in Medicine. We have over one million books available in our catalogue for you to explore.