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Название: Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems
Авторы: Dayan P., Abbott L.
This is a very good book and I recommend it. As only slight criticism, the book should really start at Part II because beginning with neurons is more logical than starting with a high-level view. Nonetheless, a reader can do this himself so it is a nonissue.