Neural Engineering: Computation, Representation, and Dynamics in Neurobiological Systems (Computational Neuroscience Series) by Chris Eliasmith, Charles H. Anderson
Neural Engineering: Computation, Representation, and Dynamics in Neurobiological Systems (Computational Neuroscience Series)
Author: Chris Eliasmith, Charles H. Anderson
Title: Neural Engineering: Computation, Representation, and Dynamics in Neurobiological Systems (Computational Neuroscience Series)
ISBN10: 0262550601
ISBN13: 978-0262550604
Format: .PDF .EPUB .FB2
Pages:
Publisher: A Bradford Book; New Ed edition (August 20, 2004)
Language: English
Size pdf: 1723 kb
Size epub: 1355 kb
Rating: 3.5 ✪
Votes: 327
Category: Medical Books
Subcategory: Medicine

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.