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Deep Learning: Concepts and Architectures

Name: Deep Learning: Concepts and Architectures
Brand: Springer Nature Switzerland AG
SKU: 24520144
Price: 171.49 EUR
Availability: InStock
Author: Witold Pedrycz
ISBN: 9783030317553

Witold Pedrycz

Shyi-Ming Chen

Lingua

Inglese

Libro Rigido

Codice Libristo: 24520144

Casa editrice Springer Nature Switzerland AG, novembre 2019

This book introduces readers to the fundamental concepts of deep learning and offers practical insig... Descrizione completa

Codice Libristo: 24520144

420 b

171.49 €

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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.