Exploration of Cortical Function: Imaging and Modeling Cortical Population Coding Strategies - Rilegato

Stetter, Martin

 
9781402004353: Exploration of Cortical Function: Imaging and Modeling Cortical Population Coding Strategies
Rilegato
ISBN 10: 1402004354 ISBN 13: 9781402004353
Casa editrice: Springer Nature, 2002

Sinossi

Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detection techniques of population activity in the sub-millimeter range, advanced methods for the statistical analysis of these data, and biologically inspired neuronal modeling techniques for population activities in the frameworks of optimal coding, statistical learning theory, and mean-field recurrent networks.

Exploration of Cortical Function is unique in that it covers one complete branch of population-based brain research ranging from techniques for data acquisition over data analysis up to modeling techniques for the quantification of functional principles. The volume covers an area which is of great current interest to researchers working on cerebral cortex. The combination of models and image analysis techniques to examine the activity of large cohorts of neurons is especially intriguing and prone to considerable error and debate.

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Contenuti

Acknowledgements. 1. Introduction. 2. Neurons and Neuronal Signal Propagation. 3. The Early Visual System. 4. Optimal Imaging of Brain Activity. 5. Optical Imaging as Source Separation Problem. 6. Regression Methods for Source Separation. 7. Projection Methods for Source Separation. 8. Applications of Source Separation Techniques. 9. Computational Models of Early Vision. 10. Mean-Field Modeling of Cortical Function. Index.

Product Description

Book by Stetter M

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Editore
Springer Nature
Data di pubblicazione
2002
Lingua
Inglese
ISBN 10 
1402004354
ISBN 13 
9781402004353
Rilegatura
Copertina rigida
Numero di pagine
284
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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Hamburg
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Altre edizioni note dello stesso titolo

9781402004360: Exploration of Cortical Function: Imaging and Modeling Cortical Population Coding Strategies

Edizione in evidenza

ISBN 10:  1402004362 ISBN 13:  9781402004360
Casa editrice: Springer Netherlands, 2008
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