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The book describes realistic modeling methods at levels of complexity ranging from molecular interactions to large neural networks. Holmes, Gwen Jacobs, Gwendal LeMasson, Henry Markram, Reinoud Maex, Astrid A. The mathematics needed are kept to an introductory level; the

Title	:	Computational Modeling Methods for Neuroscientists (Computational Neuroscience Series)
Author	:	The MIT Press
Rating	:	4.54 (147 Votes)
Asin	:	0262013274
Format Type	:	Hardcover
Number of Pages	:	432Pages
Publish Date	:	2014-11-13
Language	:	English

The book describes realistic modeling methods at levels of complexity ranging from molecular interactions to large neural networks. Holmes, Gwen Jacobs, Gwendal LeMasson, Henry Markram, Reinoud Maex, Astrid A. The mathematics needed are kept to an introductory level; the first chapter explains the mathematical methods the reader needs to master to understand the rest of the book. van Rossum, Stefan Wils. The chapters offer comprehensive coverage with little overlap and extensive cross-references, moving from basic building blocks to more complex applications.ContributorsPablo Achard, Haroon Anwar, Upinder S. The chapters are written by scientists who have successfully integrated data-driven modeling with experimental work, so all of the material is accessible to experimentalists. Calabrese, Brenda Claiborne, Hugo Cornelis, Erik De Schutter, Alain Destexhe, Bard Ermentrout, Kristen Harris, Sean Hill, John R. Bhalla, Michiel Berends, Nicolas Brunel, Ronald L. It

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Successfully integrated data-driven modeling with experimental work…all of the material is accessible to experimentalists. (Mathematical Reviews)Neuroscientists with a computational background will benefit most from this book, and will find it a comprehensive source of information on how to build and critically assess neuron models at many levels of description. (Giancarlo La Camera The Quarterly Review of Biology)

Erik De Schutter is Principal Investigator and Head of the Computational Neuroscience Unit at the Okinawa Institute of Science and Technology, Japan, and Head of the Theoretical Neurobiology Laboratory in the Department of Biomedical Sciences at the University of Antwerp, Belgium.