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Exploratory Analysis and Data Modeling in Functional Neuroimaging (Advances in Neural Information Processing) (Advances in Neural Information Processing S.) - Hardcover
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 relationship between different approaches, for example, between causal data analysis and biophysical modelling, and between functional theories, and computational models.
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"All of the papers are well presented and accompanied by illustrative experimental applications. The book coverage goes beyond standard methodologies in functional neuroimaging and amounts to a highly valuable contribution to the field."-- Alfonso Nieto-Castanon, "Neural Networks 18 (2005) 307-308"
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- PublisherMIT Press
- Publication date2002
- ISBN 10 0262194813
- ISBN 13 9780262194815
- BindingHardcover
- Number of pages352
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