Neural Engineering : Computation, Representation, and Dynamics in Neurobiological Systems download book
Neural Engineering : Computation, Representation, and Dynamics in Neurobiological Systems download book
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Author: Chris Eliasmith
Page Count: 376 pages
Published Date: 07 Sep 2004
Publisher: MIT Press Ltd
Publication Country: Massachusetts, United States
Language: English
ISBN: 9780262550604
File size: 11 Mb
Download Link: Neural Engineering Computation, Representation, and Dynamics in Neurobiological Systems
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For years, researchers have used the theoretical tools of engineering to understand neural systems, but much of this work has been conducted in relative isolation. In Neural Engineering, Chris Eliasmith and Charles Anderson provide a synthesis of the disparate approaches current in computational neuroscience, incorporating ideas from neural coding, neural computation, physiology, communications theory, control theory, dynamics, and probability theory. This synthesis, they argue, enables novel theoretical and practical insights into the functioning of neural systems. Such insights are pertinent to experimental and computational neuroscientists and to engineers, physicists, and computer scientists interested in how their quantitative tools relate to the brain. The authors present three principles of neural engineering based on the representation of signals by neural ensembles, transformations of these representations through neuronal coupling weights, and the integration of control theory and neural dynamics. Through detailed examples and in-depth discussion, they make the case that these guiding principles constitute a useful theory for generating large-scale models of neurobiological function. A software package written in MatLab for use with their methodology, as well as examples, course notes, exercises, documentation, and other material, are available on the Web.
Read online Neural Engineering : Computation, Representation, and Dynamics in Neurobiological Systems Buy and read online Neural Engineering : Computation, Representation, and Dynamics in Neurobiological Systems Download and read Neural Engineering : Computation, Representation, and Dynamics in Neurobiological Systems for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Neural Engineering : Computation, Representation, and Dynamics in Neurobiological Systems ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
Neural Engineering : Computation, Representation, and Dynamics in Neurobiological Systems by Chris Eliasmith
Author: Chris Eliasmith
Page Count: 376 pages
Published Date: 07 Sep 2004
Publisher: MIT Press Ltd
Publication Country: Massachusetts, United States
Language: English
ISBN: 9780262550604
File size: 11 Mb
Download Link: Neural Engineering Computation, Representation, and Dynamics in Neurobiological Systems
---------------------------------------------------------------
For years, researchers have used the theoretical tools of engineering to understand neural systems, but much of this work has been conducted in relative isolation. In Neural Engineering, Chris Eliasmith and Charles Anderson provide a synthesis of the disparate approaches current in computational neuroscience, incorporating ideas from neural coding, neural computation, physiology, communications theory, control theory, dynamics, and probability theory. This synthesis, they argue, enables novel theoretical and practical insights into the functioning of neural systems. Such insights are pertinent to experimental and computational neuroscientists and to engineers, physicists, and computer scientists interested in how their quantitative tools relate to the brain. The authors present three principles of neural engineering based on the representation of signals by neural ensembles, transformations of these representations through neuronal coupling weights, and the integration of control theory and neural dynamics. Through detailed examples and in-depth discussion, they make the case that these guiding principles constitute a useful theory for generating large-scale models of neurobiological function. A software package written in MatLab for use with their methodology, as well as examples, course notes, exercises, documentation, and other material, are available on the Web.
Read online Neural Engineering : Computation, Representation, and Dynamics in Neurobiological Systems Buy and read online Neural Engineering : Computation, Representation, and Dynamics in Neurobiological Systems Download and read Neural Engineering : Computation, Representation, and Dynamics in Neurobiological Systems for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Neural Engineering : Computation, Representation, and Dynamics in Neurobiological Systems ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent