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Predicting the Future
Completing Models of Observed Complex Systems
Udgivet af Springer-Verlag New York Inc.
ISBN
9781493952380
Om denne bog
Through the development of an exact path integral for use in transferring information from observations to a model of the observed system, the author provides a general framework for the discussion of model building and evaluation across disciplines. Through many illustrative examples drawn from models in neuroscience,…
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Bogdetaljer
Forfatter
Henry Abarbanel
Forlag
Springer-Verlag New York Inc.
Kategori
Neurovidenskab
ISBN-13
9781493952380
EAN
9781493952380
Format
Hæftet
Sprog
Engelsk
sider
238
Undertitel
- Completing Models of Observed Complex Systems
Produktbeskrivelse
Through the development of an exact path integral for use in transferring information from observations to a model of the observed system, the author provides a general framework for the discussion of model building and evaluation across disciplines. Through many illustrative examples drawn from models in neuroscience, geosciences, and nonlinear electrical circuits, the concepts are exemplified in detail. Practical numerical methods for approximate evaluations of the path integral are explored, and their use in designing experiments and determining a model''s consistency with observations is explored.
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