Name: Methods in Brain Connectivity Inference Through Multivariate Time Series Analysis (Frontiers in Neuroengineering Series) (en Inglés)
SKU: 63065730
Price: 57.88 USD
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Author: Sameshima Koichi,Baccala Luiz Antonio

portada Methods in Brain Connectivity Inference Through Multivariate Time Series Analysis (Frontiers in Neuroengineering Series) (en Inglés)

Methods in Brain Connectivity Inference Through Multivariate Time Series Analysis (Frontiers in Neuroengineering Series) (en Inglés)

Formato

Libro Físico

Editorial

Crc Press

Autor

Sameshima Koichi,Baccala Luiz Antonio

Idioma

Inglés

N° páginas

282

Encuadernación

Tapa Blanda

ISBN13

9781032923758

N° edición

Methods in Brain Connectivity Inference Through Multivariate Time Series Analysis (Frontiers in Neuroengineering Series) (en Inglés)

Sameshima Koichi,Baccala Luiz Antonio (Autor) · Crc Press · Tapa Blanda

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Reseña del libro "Methods in Brain Connectivity Inference Through Multivariate Time Series Analysis (Frontiers in Neuroengineering Series) (en Inglés)"

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.