Deep Learning: Concepts and Architectures: 866 (Studies in Computational Intelligence, 866) - Softcover

 
9783030317584: Deep Learning: Concepts and Architectures: 866 (Studies in Computational Intelligence, 866)

Synopsis

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.

"synopsis" may belong to another edition of this title.

From the Back Cover

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.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9783030317553: Deep Learning: Concepts and Architectures: 866 (Studies in Computational Intelligence, 866)

Featured Edition

ISBN 10:  3030317552 ISBN 13:  9783030317553
Publisher: Springer, 2019
Hardcover