Exploratory Analysis and Data Modeling in Functional Neuroimaging
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From Neural Information Processing series

Exploratory Analysis and Data Modeling in Functional Neuroimaging

Edited by Friedrich T. Sommer and Andrzej Wichert

An overview of theoretical and computational approaches to neuroimaging.

A Bradford Book

Overview

Author(s)

Summary

An overview of theoretical and computational approaches to neuroimaging.

Functional imaging tools such as fMRI (functional magnetic resonance imaging), PET (positron emission tomography), EEG (electro-encephalogram), and MEG (magneto-encephalogram) allow researchers to record activity in the working brain and draw inferences about how the brain functions. This book provides a survey of theoretical and computational approaches to neuroimaging, including inferential, exploratory, and causal methods of data analysis; theories of cerebral function; and biophysical and computational models of neural nets. It also emphasizes the close relationships between different approaches, for example, between causal data analysis and biophysical modeling, and between functional theories and computational models.

Hardcover

Out of Print ISBN: 9780262194815 311 pp. | 10 in x 8 in

Editors

Friedrich T. Sommer

Friedrich T. Sommer is with the Redwood Center for Theoretical Neuroscience and the Helen Wills Neuroscience Institute at University of California, Berkeley.

Andrzej Wichert