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Advances in Deep Learning

Name: Advances in Deep Learning
Brand: Springer Verlag, Singapore
SKU: 21262653
Price: 205.08 EUR
Availability: InStock
Author: M. Arif Wani
ISBN: 9789811367939

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Inglês

Livro Livro de capa dura

Código Libristo: 21262653

Editoras Springer Verlag, Singapore, março 2019

This book introduces readers to both basic and advanced concepts in deep network models. It covers s... Descrição completa

Código Libristo: 21262653

496 b

205.08 €

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This book introduces readers to both basic and advanced concepts in deep network models. It covers state-of-the-art deep architectures that many researchers are currently using to overcome the limitations of the traditional artificial neural networks. Various deep architecture models and their components are discussed in detail, and subsequently illustrated by algorithms and selected applications. In addition, the book explains in detail the transfer learning approach for faster training of deep models; the approach is also demonstrated on large volumes of fingerprint and face image datasets. In closing, it discusses the unique set of problems and challenges associated with these models.