Deep Learning Neural Networks: Design And Case Studies

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A01=Daniel Graupe
Author_Daniel Graupe
Category=UYQN
Convolutional Neural Networks
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LAMSTAR Neural Networks
Machine Intelligence
Neural Networks

Product details

  • ISBN 9789813146440
  • Publication Date: 02 Aug 2016
  • Publisher: World Scientific Publishing Co Pte Ltd
  • Publication City/Country: SG
  • Product Form: Hardback
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Deep Learning Neural Networks is the fastest growing field in machine learning. It serves as a powerful computational tool for solving prediction, decision, diagnosis, detection and decision problems based on a well-defined computational architecture. It has been successfully applied to a broad field of applications ranging from computer security, speech recognition, image and video recognition to industrial fault detection, medical diagnostics and finance.This comprehensive textbook is the first in the new emerging field. Numerous case studies are succinctly demonstrated in the text. It is intended for use as a one-semester graduate-level university text and as a textbook for research and development establishments in industry, medicine and financial research.

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