Author : Witold Pedrycz
Release : 2019-10-29
Genre : Technology & Engineering
Kind : eBook
Book Rating : 560/5 ( reviews)

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Book Synopsis Deep Learning: Concepts and Architectures by : Witold Pedrycz

Download or read book Deep Learning: Concepts and Architectures written by Witold Pedrycz. This book was released on 2019-10-29. Available in PDF, EPUB and Kindle. Book excerpt: 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.