Estimation of Cortical Connectivity in Humans

Language: English

Published by Springer, Springer Dez 2007, 2007

3031004949 / 9783031004940

Series: Book 2 of 63 - Synthesis Lectures on Biomedical Engineering

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This item is printed on demand - Print on Demand Titel. Neuware -In the last ten years many different brain imaging devices have conveyed a lot of information about the brain functioning in different experimental conditions. In every case, the biomedical engineers, together with mathematicians, physicists and physicians are called to elaborate the signals related to the brain activity in order to extract meaningful and robust information to correlate with the external behavior of the subjects. In such attempt, different signal processing tools used in telecommunications and other field of engineering or even social sciences have been adapted and re-used in the neuroscience field. The present book would like to offer a short presentation of several methods for the estimation of the cortical connectivity of the human brain. The methods here presented are relatively simply to implement, robust and can return valuable information about the causality of the activation of the different cortical areas in humans using non invasive electroencephalographic recordings. The knowledge of such signal processing tools will enrich the arsenal of the computational methods that a engineer or a mathematician could apply in the processing of brain signals. Table of Contents: Introduction / Estimation of the Effective Connectivity from Stationary Data by Structural Equation Modeling / Estimation of the Functional Connectivity from Stationary Data by Multivariate Autoregressive Methods / Estimation of Cortical Activity by the use of Realistic Head Modeling / Application: Estimation of Connectivity from Movement-Related Potentials / Application to High-Resolution EEG Recordings in a Cognitive Task (Stroop Test) / Application to Data Related to the Intention of Limb Movements in Normal Subjects and in a Spinal Cord Injured Patient / The Instantaneous Estimation of the Time-Varying Cortical Connectivity by Adaptive Multivariate Estimators / Time-Varying Connectivity from Event-Related PotentialsSpringer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 112 pp. Englisch.

Seller Inventory # 9783031004940

Title
Estimation of Cortical Connectivity in Humans
Author
Laura Astolfi
Publisher
Springer, Springer Dez 2007
Publication year
2007
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031004949
ISBN 13
9783031004940
Item weight
226 grams
Dimensions
235x191x7 mm
Series
Book 2 of 63: Synthesis Lectures on Biomedical Engineering

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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