Computers & Internet Books:

Unifying Computing and Cognition

The SP Theory and Its Applications

Format

Paperback / softback

Customer rating

Click to share your rating 0 ratings (0.0/5.0 average) Thanks for your vote!

Share this product

Unifying Computing and Cognition by J.Gerard Wolff
$185.00

or 4 payments of $46.25 with . Learn more

In stock with supplier

The item is brand new and in-stock in with one of our preferred suppliers. The item will ship from the Mighty Ape warehouse within the timeframe shown below.

Usually ships within 8-12 days

Availability

Delivering to:

Estimated arrival:

  • Around 8-13 November using standard courier delivery

Description

The SP theory - which has been under development since 1987 - is a radical synthesis of ideas across human perception, cognition and development, artificial intelligence, computer science, theoretical linguistics, neuroscience, mathematics, logic, and epistemology. It is a theory of information processing in all kinds of system, both natural and artificial, a new paradigm for information processing which incorporates principles of minimum length encoding pioneered by Solomonoff, Kolmogoroff, Wallace, Rissanen, and others, but which is built from new foundations and differs at a fundamental level from any existing theory or system. The SP theory has a dual role. It is a theory of engineering, the basis for a proposed SP machine with applications in artificial intelligence and in data storage and retrieval. At the same time, it is a theory of information processing in brains and nervous systems both at an abstract level and at the more concrete level of neurons and neural processing. The theory and its applications - which are the subject of this book - will be of interest to a wide range of researchers, academics, professionals and students in computer science (especially artificial intelligence), cognitive science, human perception, cognition and development, theoretical and computational linguistics, neuroscience, mathematics, logic, and the philosophy of mind and language. The SP theory has a sound mathematical framework but the ideas are presented in a way that will be accessible to a wide audience, without being overburdened with mathematical equations or logical notations. After the Introduction, Chapter 2 describes ideas and observations on which the SP theory is founded, that have provided some motivation for the development of the theory, or are simply part of the background thinking for the theory. Chapter 3 describes the theory itself and one of the main computer models in which the theory is embodied. And Chapter 4 shows how the SP theory can model the operation of a universal Turing machine and describes advantages of the theory compared with earlier theories of computing. In Chapters that follow, applications of the SP theory are explored: in the processing of natural languages, in pattern recognition and information retrieval, in various kinds of probabilistic reasoning, in planning and problem solving, in the unsupervised learning of new knowledge (with a second computer model), and in the interpretation of concepts in mathematics and logic. Further chapters describe how the abstract theory may be realised with neural structures and neural processes, how the SP theory relates to some current themes in cognitive psychology and how the SP theory and projected 'SP machine' may be developed in the future. An Appendix describes the version of dynamic programming that forms the core of the SP computer models, with significant advantages compared with standard forms of dynamic programming.

Author Biography

Dr Gerry Wolff PhD CEng MBCS (CITP), is Director of CognitionResearch.org.uk. Previously, he held academic posts in the School of Informatics, University of Wales, Bangor, the Department of Psychology, University of Dundee, and the University Hospital of Wales, Cardiff. He has held a Research Fellowship with IBM in Winchester, UK, and he has worked for four years as a Software Engineer with Praxis Systems plc in Bath, UK. His first degree at Cambridge University was in Natural Sciences (specialising in Experimental Psychology) and his PhD at the University of Wales, Cardiff, was in the area of Cognitive Science. He is a Chartered Engineer and Member of the British Computer Society (Chartered IT Professional). Since 1987 his research has focussed on the development of the SP theory. Previously, his main research interests were in developing computer models of language learning. He has numerous publications in a wide range of journals, collected papers and conference proceedings. Further information may be found at: www.cognitionresearch.org.uk.
Release date NZ
February 1st, 2006
Country of Publication
United Kingdom
Illustrations
Illustrations
Imprint
CognitionResearch.org.uk
Pages
472
Dimensions
210x297x24
ISBN-13
9780955072611
Product ID
1838658

Customer reviews

Nobody has reviewed this product yet. You could be the first!

Write a Review

Marketplace listings

There are no Marketplace listings available for this product currently.
Already own it? Create a free listing and pay just 9% commission when it sells!

Sell Yours Here

Help & options

  • If you think we've made a mistake or omitted details, please send us your feedback. Send Feedback
  • If you have a question or problem with this product, visit our Help section. Get Help
  • Seen a lower price for this product elsewhere? We'll do our best to beat it. Request a better price
Filed under...