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Introduction to Connectionist Modelling of Cognitive Processes

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Connectionism is a way of modeling how the brain uses streams of sensory inputs to understand the world and produce behavior, 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 recognizes faces, how intellect develops, and how it deteriorates after brain damage. The models range from some well-known classics to others at the frontiers of current research. Also included is a disk with the software for running tlearn , a user-friendly simulator for connectionist modeling of cognitive processes, which will run on either PCs or Macs. Written by leading researchers in their field, this first up-to-date textbook on connectionist modeling, will provide an essential and accessible introduction to the field.

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Introduction to Connectionist Modelling of Cognitive Processes, Peter McLeod Jackson, Kim Plunkett, Edmund T. Rolls

Lingua
Pubblicato
1998
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(In brossura)
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Metodi di pagamento

Titolo
Introduction to Connectionist Modelling of Cognitive Processes
Lingua
Inglese
Pubblicato
1998
Formato
In brossura
Pagine
404
ISBN10
0198524269
ISBN13
9780198524267
Serie
Descrizione
Connectionism is a way of modeling how the brain uses streams of sensory inputs to understand the world and produce behavior, 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 recognizes faces, how intellect develops, and how it deteriorates after brain damage. The models range from some well-known classics to others at the frontiers of current research. Also included is a disk with the software for running tlearn , a user-friendly simulator for connectionist modeling of cognitive processes, which will run on either PCs or Macs. Written by leading researchers in their field, this first up-to-date textbook on connectionist modeling, will provide an essential and accessible introduction to the field.