Deep Learning Research and Applications

Deep Learning Research and Applications

This book focuses on the fundamentals of deep learning along with reporting on the current state-of-art research on deep learning. In addition, it provides an insight of deep neural networks in action with illustrative coding examples. Deep learning is a new area of machine learning research which h...

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Bibliographic Details
Other Authors: Bhattacharyya, Siddhartha (Editor), Ella Hassanien, Aboul (Editor), Saha, Satadal (Editor), Snasel, Vaclav (Editor), Tripathy, B. K. (Editor)
Format: eBook
Language:English
Published: Berlin ; Boston De Gruyter, [2020]
Series:De Gruyter frontiers in computational intelligence ; v. 7.
Subjects:
Machine learning.
Artificial intelligence
Algorithmus.
Deep Learning.
Maschinelles Lernen.
Neuronales Netz.
COMPUTERS / Intelligence (AI) & Semantics.
Machine learning
EBSCO eBooks
Electronic books.
Online Access:EBSCOhost
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Table of Contents:
  • Frontmatter
  • Preface
  • Contents
  • List of Contributors
  • 1 Deep Learning
  • A State-of-the-Art Approach to Artificial Intelligence
  • 2 Convolutional Neural Networks: A Bottom-Up Approach
  • 3 Handwritten Digit Recognition Using Convolutional Neural Networks
  • 4 Impact of Deep Neural Learning on Artificial Intelligence Research
  • 5 Extraction of Common Feature of Dysgraphia Patients by Handwriting Analysis Using Variational Autoencoder
  • 6 Deep Learning for Audio Signal Classification
  • 7 Backpropagation Through Time Algorithm in Temperature Prediction
  • Index

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