Introduction to Connectionist Modelling of Cognitive Processes

Peter McLeod

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Langue : anglais

Edité par Oxford University Press, United Kingdom, Oxford, 1998

0198524269 / 9780198524267

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A propos de cet article

Connectionism is a way of modelling how the brain uses streams of sensory inputs to understand the world and produce behaviour, based on cognitive processes which actually occur. This book describes the principles, and their application to explaining how the brain produces speech, forms memories and recognises faces, how intellect develops, and how it deteriorates after brain damage. Part I explores the basic concepts, the architecture and properties of the most common connectionist models, and how connectionist learning rules work. Part II describes and evaluates connectionist models of a variety of cognitive processes, including the learning and production of speech, the formation of episodic memories and visual representations, the development of cognitive processes in infancy, and their breakdown in brain-damaged patients. The models range from some well-known classics to others at the frontiers of current research. Each chapter ends with a list of recommended further reading. Also included is a disk with the software for running tlearn, a user-friendly simulator for connectionist modelling of cognitive processes, which will run on either PCs or Macs. The software includes exercises to introduce the simulator, and working copies to explore some of the models described in the text. A reference handbook for tlearn is included to enable readers to build their own models. The authors, as well as being leading researchers in their field, have extensive experience of teaching connectionism to undergraduates. They have written the first comprehensive, up-to-date textbook on connectionist modelling, designed specifically for advanced undergraduates, and accessible to those with only limited knowledge of mathematics. This will be an essential introductory text for all students in psychology or cognitive science taking a course on connectionism. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged.…

N° de réf. du vendeur GOR001302416

Titre
Introduction to Connectionist Modelling of Cognitive Processes
Auteur
Peter McLeod
Éditeur
Oxford University Press, United Kingdom, Oxford
Année de publication
1998
État de l'article
Very Good
Reliure
Paperback
Langue
anglais
ISBN à 10 chiffres
0198524269
ISBN à 13 chiffres
9780198524267
Poids de l'article
798 grammes
Dimensions
191.0 x 248.0

WorldofBooks

Goring-By-Sea, WS, Royaume-Uni

Vendeur avec une évaluation de 5 étoiles

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