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Artificial Adaptive Systems Using Auto Contractive Maps Theory, Applications and Extensions /

This book offers an introduction to artificial adaptive systems and a general model of the relationships between the data and algorithms used to analyze them. It subsequently describes artificial neural networks as a subclass of artificial adaptive systems, and reports on the backpropagation algorit...

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Bibliographic Details
Main Authors: Buscema, Paolo Massimo (Author), Massini, Giulia (Author), Breda, Marco (Author), Lodwick, Weldon A. (Author), Newman, Francis (Author), Asadi-Zeydabadi, Masoud (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2018.
Imprint: Springer,
Edition:1st ed. 2018.
Series:Studies in Systems, Decision and Control, 131
Subjects:
Online Access:Full-text access
Table of Contents:
  • An Introduction
  • Artificial Neural Networks
  • Auto-Contractive Maps
  • Visualization of Auto-CM Output
  • Dataset Transformations and Auto-CM
  • Comparison of Auto-CM to Various Other Data Understanding Approaches.