Recruitment Learning: 303 (Studies in Computational Intelligence, 303) - Image 1

£75.17

Springer Recruitment Learning: 303 (Studies in Computational Intelligence, 303)

Name: Recruitment Learning: 303 (Studies in Computational Intelligence, 303)
Brand: Springer
Price: 75.17 GBP
Availability: InStock

AI & Machine Learning

About as cheap as it gets. The only time it was cheaper was 1 month ago.

£75 today · all-time low £75 (May 2026) · usually the usual

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Description

This book presents a fascinating and self-contained account of "recruitment learning", a model and theory of fast learning in the neocortex. In contrast to the more common attractor network paradigm for long- and short-term memory, recruitment learning focuses on one-shot learning or "chunking" of arbitrary feature conjunctions that co-occur in single presentations. The book starts with a comprehensive review of the historic background of recruitment learning, putting special emphasis on the ground-breaking work of D.O. Hebb, W.A.Wickelgren, J.A.Feldman, L.G.Valiant, and L. Shastri. Afterwards a thorough mathematical analysis of the model is presented which shows that recruitment is indeed a plausible mechanism of memory formation in the neocortex. A third part extends the main concepts towards state-of-the-art spiking neuron models and dynamic synchronization as a tentative solution of the binding problem. The book further discusses the possible role of adult neurogenesis for recruitment. These recent developments put the theory of recruitment learning at the forefront of research on biologically inspired memory models and make the book an important and timely contribution to the field.

Product Specifications

Brand: Springer
Format: paperback
ASIN: 3642265472
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Publication Date: 01 December 2012
Listed Since: 16 November 2012

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Springer Recruitment Learning: 303 (Studies in Computational Intelligence, 303)

About as cheap as it gets. The only time it was cheaper was 1 month ago.

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