Recruitment Learning
By:Joachim Diederich,Cengiz Gunay,James M. Hogan
Published on 2010-10-14 by Springer Science & Business Media
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.
This Book was ranked at 3 by Google Books for keyword top ict companies in the uk.
Book ID of Recruitment Learning's Books is skdTmc-sB9gC, Book which was written byJoachim Diederich,Cengiz Gunay,James M. Hoganhave ETAG "yPLmAyoAVQA"
Book which was published by Springer Science & Business Media since 2010-10-14 have ISBNs, ISBN 13 Code is 9783642140273 and ISBN 10 Code is 3642140270
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Book which have "314 Pages" is Printed at BOOK under CategoryMathematics
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