libcats.org
Главная

Machine Learning: From Theory to Applications: Cooperative Research at Siemens and MIT

Обложка книги Machine Learning: From Theory to Applications: Cooperative Research at Siemens and MIT

Machine Learning: From Theory to Applications: Cooperative Research at Siemens and MIT

, ,
This volume includes some of the key research papers in the area of machine learning produced at MIT and Siemens during a three-year joint research effort. It includes papers on many different styles of machine learning, organized into three parts. Part I, theory, includes three papers on theoretical aspects of machine learning. The first two use the theory of computational complexity to derive some fundamental limits on what isefficiently learnable. The third provides an efficient algorithm for identifying finite automata. Part II, artificial intelligence and symbolic learning methods, includes five papers giving an overview of the state of the art and future developments in the field of machine learning, a subfield of artificial intelligence dealing with automated knowledge acquisition and knowledge revision. Part III, neural and collective computation, includes five papers sampling the theoretical diversity and trends in the vigorous new research field of neural networks: massively parallel symbolic induction, task decomposition through competition, phoneme discrimination, behavior-based learning, and self-repairing neural networks.
Популярные книги за неделю:

Каникулы

Автор:
Размер книги: 13 Kb

Зло нарастает

Автор:
Категория: Ужасы и Мистика
Размер книги: 757 Kb

Момент истины. В августе 44-го

Автор:
Категория: ИСТОРИЯ
Размер книги: 1.52 Mb

Mein Kampf

Автор:
Категория: fiction
Размер книги: 701 Kb
Только что пользователи скачали эти книги:

Быль-сказка о карандашах и красках

Автор:
Категория: Children
Размер книги: 5.81 Mb

The Gift of Prophecy

Автор:
Размер книги: 1.31 Mb

Introduction to South Pacific Law

Автор:
Размер книги: 2.68 Mb

How Much Are You Willing to Receive (Mini Book) (Epub, Mobi & PDF)

Автор:
Категория: Christian
Размер книги: 578 Kb