Title: Exploratory Analysis And Data Modeling In Functional Neuroimaging (neural Information Processing)
Publisher: Mit Pr
Publication Date: 2002
Language: English
ISBN 10: 0262194813
ISBN 13: 9780262194815
Binding: Hardcover
Condition: Brand New

About this title

Synopsis

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.

About the Author

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

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