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Qualitative analysis and synthesis of recurrent neural networks /

Bibliographic Details
Main Authors: Michel, Anthony N. (Author), Liu, Derong, 1963- (Author)
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: Boca Raton, FL : CRC Press, an imprint of Taylor and Francis, 2018.
Edition:First edition.
Series:Monographs and textbooks in pure and applied mathematics.
Subjects:
Neural networks (Computer science)
Neural Networks, Computer
Réseaux neuronaux (Informatique)
MATHEMATICS / General
MATHEMATICS / Applied
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Chapter 1 Introduction
  • chapter 2 Some Neural Network Models
  • chapter 3 Qualitative Analysis of Analog Hopfield-Type Neural Networks: Global Results
  • chapter 4 Stability Analysis of Linear Systems Operating on a Closed Hypercube: System (M)
  • chapter 5 Qualitative Analysis of Hopfield-Type Neural Networks: Local Results
  • chapter 6 Qualitative Effects of Parameter Perturbations
  • chapter 7 Qualitative Effects of Time Delays
  • chapter 8 Some Synthesis Methods for Associative Memories
  • chapter 9 Effects of Interconnection Constraints.