On a book page, this tab will allow you to add a book to one of your lists.
Please login or register to use this feature.
9780262581684_cover Enlarge Cover
0 of 5
0 ratings
rated!
rated!
list price: $40.00 USD
edition:Paperback
category: Medical
published: May 1999
ISBN:9780262581684
publisher: The MIT Press
imprint: A Bradford Book

Unsupervised Learning

Foundations of Neural Computation

edited by Geoffrey Hinton & Terrence J. Sejnowski

reviews: 0
tagged:
add a tag
Please login or register to use this feature.
neuroscience
0 of 5
0 ratings
rated!
rated!
list price: $40.00 USD
edition:Paperback
category: Medical
published: May 1999
ISBN:9780262581684
publisher: The MIT Press
imprint: A Bradford Book
Description

Since its founding in 1989 by Terrence Sejnowski, Neural Computation has become the leading journal in the field. Foundations of Neural Computation collects, by topic, the most significant papers that have appeared in the journal over the past nine years. This volume of Foundations of Neural Computation, on unsupervised learning algorithms, focuses on neural network learning algorithms that do not require an explicit teacher. The goal of unsupervised learning is to extract an efficient internal representation of the statistical structure implicit in the inputs. These algorithms provide insights into the development of the cerebral cortex and implicit learning in humans. They are also of interest to engineers working in areas such as computer vision and speech recognition who seek efficient representations of raw input data.

About the Authors
Geoffrey Hinton is Professor of Computer Science at the University of Toronto.
Author profile page >

Terrence J. Sejnowski holds the Francis Crick Chair at the Salk Institute for Biological Studies and is a Distinguished Professor at the University of California, San Diego. He was a member of the advisory committee for the Obama administration's BRAIN initiative and is President of the Neural Information Processing (NIPS) Foundation. He is the author of The Deep Learning Revolution (MIT Press) and other books.
Author profile page >
Recommended Age, Grade, and Reading Levels
Age:
18 to 100
Grade:
13 to 17

Buy this book at:

Reader Reviews

Sign Up or Sign In to add your review or comment.

User Activity

X
Contacting facebook
Please wait...