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Recruitment Learning
Diederich, Joachim; Gunay, Cengiz; Hogan, James M.
€ 122.83
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Description for Recruitment Learning
Paperback. Recruitment learning facilitates the acquisition of new knowledge to build and extend knowledge bases and ontologies as an artificial intelligence technique. This book provides an overview of recruitment learning approaches from a computational perspective. Series: Studies in Computational Intelligence. Num Pages: 324 pages, 76 black & white illustrations, 33 colour illustrations, biography. BIC Classification: TBJ; UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 20. Weight in Grams: 498.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2012
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
324
Condition
New
Series
Studies in Computational Intelligence
Number of Pages
314
Place of Publication
Berlin, Germany
ISBN
9783642265471
SKU
V9783642265471
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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