libcats.org
Главная

Neural Engineering: Computation, Representation, and Dynamics in Neurobiological Systems

Обложка книги Neural Engineering: Computation, Representation, and Dynamics in Neurobiological Systems

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.
Популярные книги за неделю:

50 рецептов для аэрогриля

Автор:
Категория: house, house, cook
Размер книги: 771 Kb

Ключ к сверхсознанию

Автор:
Категория: Путь к себе
Размер книги: 309 Kb

Contemporary Theatre, Film and Television, Volume 97

Автор:
Размер книги: 3.18 Mb
Только что пользователи скачали эти книги:

Manual del perfecto idiota latinoamericano

Автор: , Автор: , Автор: , Автор:
Размер книги: 944 Kb

Borwein, Bradley. Formulae for zeta(4n+3)(T)(14s).djvu

Автор:
Размер книги: 118 Kb

Dennett's Philosophy: A Comprehensive Assessment

Автор: , Автор: , Автор:
Размер книги: 2.56 Mb

Liber Cantiones: Zaubersprüche des Schwarzen Auges

Автор:
Размер книги: 187.09 Mb

Voyage au Congo

Автор:
Категория: fiction
Размер книги: 979 Kb

Matthew (Open Your Bible Commentary, New Testament Book 1) (Epub, Mobi & PDF)

Автор:
Категория: Christian
Размер книги: 5.07 Mb