Neural networks : a comprehensive foundation /
Haykin, Simon
Neural networks : a comprehensive foundation / Simon Haykin - 2nd ed. - New Delhi : Prentice Hall, 2005 - 842 p. : ill. ; 23 cm.
Includes index and Bibliography.
Introduction Learning process Single Layer Perceptrons
Multilayer Perceptrons
Radial-Basis Function Networks
Generalized Radial-Basis Function Networks Support Vector Machines for Nonlinear Regression Committee Machines
Computer Experiment Principal Components Analysis
Self-Organizing Maps
Information-Theoretic Models
Stochastic Machines And Their Approximates Rooted In Statistical Mechanics
Neurodynamic Programming
Temporal Processing Using Feedforward Networks
Neurodynamics
Dynamically Driven Recurrent Networks
8178083000
Neural networks (Computer science)
Artificial intelligence
Machine learning
006.32 / HAN
Neural networks : a comprehensive foundation / Simon Haykin - 2nd ed. - New Delhi : Prentice Hall, 2005 - 842 p. : ill. ; 23 cm.
Includes index and Bibliography.
Introduction Learning process Single Layer Perceptrons
Multilayer Perceptrons
Radial-Basis Function Networks
Generalized Radial-Basis Function Networks Support Vector Machines for Nonlinear Regression Committee Machines
Computer Experiment Principal Components Analysis
Self-Organizing Maps
Information-Theoretic Models
Stochastic Machines And Their Approximates Rooted In Statistical Mechanics
Neurodynamic Programming
Temporal Processing Using Feedforward Networks
Neurodynamics
Dynamically Driven Recurrent Networks
8178083000
Neural networks (Computer science)
Artificial intelligence
Machine learning
006.32 / HAN