Deep Learning: Concepts and Architectures

Name: Deep Learning: Concepts and Architectures
Brand: Springer Nature Switzerland AG
SKU: 9783030317584
Price: 880.8 RON
Availability: InStock

Autor: Witold Pedrycz

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Editura: Springer Nature Switzerland AG

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

Informații despre carte

Autor

Witold Pedrycz

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2020

Pagini

356

EAN

9783030317584

ISBN

3030317587

Enbook ID

33397320

Editura

Springer Nature Switzerland AG

Greutate

540

Dimensiuni

155 x 235 x 20

Descriere completă

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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Deep Learning: Concepts and Architectures

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