Connectionism and the Mind - Parallel Processing, Dynamics, and Evolution in Networks, Second Editio n

Name: Connectionism and the Mind - Parallel Processing, Dynamics, and Evolution in Networks, Second Editio n
Brand: John Wiley and Sons Ltd
SKU: 9780631207122
Price: 82124 HUF
Availability: InStock

Szerző: William Bechtel, Adele A. Abrahamsen

Nyelv:

Kötés: Kemény kötésű

Kiadó: John Wiley and Sons Ltd

Elérhetőség: 50 % esély

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Connectionism and the Mind provides a clear and balanced introduction to connectionist networks and...

Információk a könyvről

Szerző

William Bechtel, Adele A. Abrahamsen

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2001

oldal

424

EAN

9780631207122

ISBN

0631207120

Enbook ID

04898385

Kiadó

John Wiley and Sons Ltd

Súly

890

Méretek

177 x 253 x 36

Teljes leírás

Connectionism and the Mind provides a clear and balanced introduction to connectionist networks and explores their theoretical and philosophical implications. As in the first edition, the first few chapters focus on network architecture and offer an accessible treatment of the equations that govern learning and the propagation of activation, including a glossary for reference. The reader is walked step-by-step through such tasks as memory retrieval and prototype formation. The middle chapters pursue the implications of connectionism's focus on pattern recognition and completion as fundamental to cognition. Some proponents of connectionism have emphasized these functions to the point of rejecting any role for linguistically structured representations and rules, resulting in heated debates with advocates of symbol processing accounts of cognition. The coverage of this controversy has been updated and augmented by a new chapter on modular networks. Finally, three new chapters discuss the relation of connectionism to three emerging research programs: dynamical systems theory, artificial life, and cognitive neuroscience.

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Connectionism and the Mind - Parallel Processing, Dynamics, and Evolution in Networks, Second Editio n

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