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From Neuron to Cognition via Computational Neuroscience (Hardcover) Loot Price: R2,841
Discovery Miles 28 410
You Save: R406 (13%)
From Neuron to Cognition via Computational Neuroscience (Hardcover): Michael A Arbib, James J. Bonaiuto

From Neuron to Cognition via Computational Neuroscience (Hardcover)

Michael A Arbib, James J. Bonaiuto; Contributions by Nicolas Brunel, John Rinzel, Jonathan Rubin, Nathan Vierling-Claassen, Stephanie Jones, James J. Bonaiuto, Michael A Arbib, Wulfram Gerstner

Series: Computational Neuroscience Series

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List price R3,247 Loot Price R2,841 Discovery Miles 28 410 | Repayment Terms: R266 pm x 12* You Save R406 (13%)

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A comprehensive, integrated, and accessible textbook presenting core neuroscientific topics from a computational perspective, tracing a path from cells and circuits to behavior and cognition. This textbook presents a wide range of subjects in neuroscience from a computational perspective. It offers a comprehensive, integrated introduction to core topics, using computational tools to trace a path from neurons and circuits to behavior and cognition. Moreover, the chapters show how computational neuroscience-methods for modeling the causal interactions underlying neural systems-complements empirical research in advancing the understanding of brain and behavior. The chapters-all by leaders in the field, and carefully integrated by the editors-cover such subjects as action and motor control; neuroplasticity, neuromodulation, and reinforcement learning; vision; and language-the core of human cognition. The book can be used for advanced undergraduate or graduate level courses. It presents all necessary background in neuroscience beyond basic facts about neurons and synapses and general ideas about the structure and function of the human brain. Students should be familiar with differential equations and probability theory, and be able to pick up the basics of programming in MATLAB and/or Python. Slides, exercises, and other ancillary materials are freely available online, and many of the models described in the chapters are documented in the brain operation database, BODB (which is also described in a book chapter). Contributors Michael A. Arbib, Joseph Ayers, James Bednar, Andrej Bicanski, James J. Bonaiuto, Nicolas Brunel, Jean-Marie Cabelguen, Carmen Canavier, Angelo Cangelosi, Richard P. Cooper, Carlos R. Cortes, Nathaniel Daw, Paul Dean, Peter Ford Dominey, Pierre Enel, Jean-Marc Fellous, Stefano Fusi, Wulfram Gerstner, Frank Grasso, Jacqueline A. Griego, Ziad M. Hafed, Michael E. Hasselmo, Auke Ijspeert, Stephanie Jones, Daniel Kersten, Jeremie Knuesel, Owen Lewis, William W. Lytton, Tomaso Poggio, John Porrill, Tony J. Prescott, John Rinzel, Edmund Rolls, Jonathan Rubin, Nicolas Schweighofer, Mohamed A. Sherif, Malle A. Tagamets, Paul F. M. J. Verschure, Nathan Vierling-Claasen, Xiao-Jing Wang, Christopher Williams, Ransom Winder, Alan L. Yuille

General

Imprint: MIT Press
Country of origin: United States
Series: Computational Neuroscience Series
Release date: December 2016
First published: 2016
Editors: Michael A Arbib (University Professor) • James J. Bonaiuto
Contributors: Nicolas Brunel • John Rinzel • Jonathan Rubin • Nathan Vierling-Claassen • Stephanie Jones • James J. Bonaiuto • Michael A Arbib (University Professor) • Wulfram Gerstner
Dimensions: 279 x 216 x 32mm (L x W x T)
Format: Hardcover - Cloth over boards
Pages: 808
ISBN-13: 978-0-262-03496-8
Categories: Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Neurosciences
Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN: 0-262-03496-4
Barcode: 9780262034968

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