Neural networks for pattern recognition | OPEN EDUCATIONAL RESOURCES

Search by :

ALL Author Subject ISBN/ISSN Advanced Search

Last search:

Image of Neural networks for pattern recognition

Text

Neural networks for pattern recognition

Nigrin, Albert. - Personal Name;

"A Bradford book.""Neural Networks for Pattern Recognition takes to a new level the pioneering work in artificial neural networks by Stephen Grossberg and his colleagues. In a simple and accessible way it extends embedding field theory into areas of machine intelligence that have not been clearly dealt with before. Following a tutorial of existing neural networks for pattern classification, Nigrin expands on these networks to present fundamentally new architectures that perform real-time pattern classification of embedded and synonymous patterns and that will aid in tasks such as vision, speech recognition, sensor fusion, and constraint satisfaction." "Nigrin presents the new architectures in two stages. First he presents a network called Sonnet 1 that already achieves important properties such as the ability to learn and segment continuously varied input patterns in real time, to process patterns in a context-sensitive fashion, and to learn new patterns without degrading existing categories. He then removes simplifications inherent in Sonnet 1 and introduces radically new architectures. These architectures have the power to classify patterns that may have similar meanings but that have different external appearances (synonyms). They also have been designed to represent patterns in a distributed fashion, both in short-term and long-term memory."--Jacket.OCLC-licensed vendor bibliographic record.

Availability

No copy data

Detail Information

Series Title: -
Call Number: -
Publisher: Cambridge, Mass. : : MIT Press,., 1993.
Collation: 1 online resource (xvii, 413 pages) :illustrations
Language: English
ISBN/ISSN: 0262290936
Classification: NONE
Content Type: text
Media Type: computer
Carrier Type: online resource
Edition: -
Subject(s): NEURAL NETWORKS (COMPUTER SCIENCE)
Pattern recognition systems.
Self-organizing systems.
Specific Detail Info: -
Statement of Responsibility: Albert Nigrin.

Other Information

Cataloger: Kholif Basri
Source: https://doi.org/10.7551/mitpress/4923.001.0001
Validator: Kholif Basri
Digital Object Identifier (DOI): -
Journal Volume: -
Journal Issue: -
Subtitle: -
Parallel Title: -

Other version/related

No other version available

File Attachment

Neural Networks for Pattern Recognition

Comments

You must be logged in to post a comment