Cengiz Günay – författare
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4 produkter
4 produkter
Inbunden, Engelska, 2016
1 183 kr
Skickas inom 10-15 vardagar
In the light of mass migration, the rise of nationalism and the resurgence of global terrorism, this timely volume brings the debate on border protection, security and control to the centre stage of international relations research.
Häftad, Engelska, 2018
1 183 kr
Skickas inom 10-15 vardagar
In the light of mass migration, the rise of nationalism and the resurgence of global terrorism, this timely volume brings the debate on border protection, security and control to the centre stage of international relations research.
Del 303 - Studies in Computational Intelligence
Recruitment Learning
Inbunden, Engelska, 2010
1 073 kr
Skickas inom 10-15 vardagar
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.
Del 303 - Studies in Computational Intelligence
Recruitment Learning
Häftad, Engelska, 2012
1 073 kr
Skickas inom 10-15 vardagar
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.