|
|
libcats.org
Neural EngineeringChris Eliasmith, C. H. AndersonFor 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.
EPUB | FB2 | MOBI | TXT | RTF
* Конвертация файла может нарушить форматирование оригинала. По-возможности скачивайте файл в оригинальном формате.
Популярные книги за неделю:
Система упражнений по развитию способностей человека (Практическое пособие)Автор: Петров Аркадий НаумовичКатегория: Путь к себе
Размер книги: 818 Kb
Сотворение мира (3-х томник)Автор: Петров Аркадий НаумовичКатегория: Путь к себе
Размер книги: 817 Kb
Только что пользователи скачали эти книги:
Non-Perturbative RenormalizationАвтор: Vieri MastropietroКатегория: Renormalization group
Размер книги: 1.68 Mb
Российский, с немецким и французским переводами, словарьАвтор: Нордстет И.Категория: Филология
Размер книги: 68.40 Mb
Travel Adventures: Bermuda, 4th Edition (Hunter Travel Guides)Автор: Blair Howard, Автор: Renate Siekmann
Размер книги: 17.39 Mb
Italians to America, Volume 13 May 1899 -Nov. 1899: List of Passengers Arriving at U.S. PortsАвтор: P. William Filby
Размер книги: 32.99 Mb
Мёртвая вода. От “социологии” к жизнеречению. Т.1 Историко-философский очеркАвтор: Внутренний Предиктор СССР
Размер книги: 3.62 Mb
|
|
|