Band 866
Deep Learning: Concepts and Architectures
Aus der Reihe
Studies in Computational Intelligence
-
- Hardcover
- Taschenbuch ausgewählt
- eBook
-
Sprache:Englisch
Fr. 201.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
13.11.2020
Abbildungen
XII, 342 p. 135 illus., 95 illus. in color.
Herausgeber
Witold Pedrycz + weitereVerlag
SpringerSeitenzahl
342
Maße (L/B/H)
23.5/15.5/2 cm
Gewicht
540 g
Auflage
1st ed. 2020
Sprache
Englisch
ISBN
978-3-030-31758-4
This book introduces readers to the fundamental concepts of deep learning and offers practical insights into how this learning paradigm supports automatic mechanisms of structural knowledge representation. It discusses a number of multilayer architectures giving rise to tangible and functionally meaningful pieces of knowledge, and shows how the structural developments have become essential to the successful delivery of competitive practical solutions to real-world problems. The book also demonstrates how the architectural developments, which arise in the setting of deep learning, support detailed learning and refinements to the system design. Featuring detailed descriptions of the current trends in the design and analysis of deep learning topologies, the book offers practical guidelines and presents competitive solutions to various areas of language modeling, graph representation, and forecasting.
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