Synopses & Reviews
Artificial Higher Order Neural Networks for Computer Science and Engineering: Trends for Emerging Applications introduces Higher Order Neural Networks (HONNs) to computer scientists and computer engineers as an open box neural networks tool when compared to traditional artificial neural networks. Since HONNs are open box models, they can be easily used in information science, information technology, management, economics, and business. This book details the techniques, theory and applications essential to engaging and capitalizing on this developing technology.
"This book introduces and explains Higher Order Neural Networks (HONNs) to people working in the fields of computer science and computer engineering, and how to use HONNS in these areas"--Provided by publisher.
Table of Contents
18. Identification of nonlinear systems using a new neuro-fuzzy dynamical system definition based on high order neural network function approximators -- 19. Neuro - fuzzy control schemes based on high order neural network function approximators -- 20. Back-stepping control of quadrotor -- 21. Artificial tactile sensing and robotic surgery using higher order neural networks -- 22. A theoretical and empirical study of functional link neural networks (FLANNs) for classification.