Methods in Brain Connectivity Inference through Multivariate Time Series Analysis (Hardcover)

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.

General

Imprint:	Crc Press
Country of origin:	United States
Series:	Frontiers in Neuroengineering Series
Release date:	March 2014
First published:	2014
Editors:	Koichi Sameshima • Luiz Antonio Baccala
Dimensions:	234 x 156 x 20mm (L x W x T)
Format:	Hardcover
Pages:	282
ISBN-13:	978-1-4398-4572-1
Categories:	Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Neurosciences
LSN:	1-4398-4572-7
Barcode:	9781439845721

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!