Neural Networks for Modelling and Control of Dynamic Systems
The technology of neural networks has attracted much
attention in recent years. Their ability to learn nonlinear
relationships is widely appreciated and is utilized in many
different types of applications; modelling of dynamic
systems, signal processing, ...
(paru le 31/05/2000, consulté 1731 fois)
Learning and Generalization With Applications to Neural Networks
How does it differ from first edition? Includes new
material on:
support vector machines (SVM's),
fat shattering dimensions
applications to neural network learning,
learning with dependent samples generated by
beta-mixing process,
connections betwee...
(paru le 21/10/2002, consulté 2018 fois)
Handbook of Neural Engineering
An important new work establishing a foundation for future developments in neural engineering
The Handbook of Neural Engineering provides theoretical foundations in computational neural science and engineering and current applications in wearable and i...
(paru le 16/02/2007, consulté 4411 fois)
Metaheuristic Procedures for Training Neural Networks
Artificial neural networks (ANNs) offer a general framework for representing non-linear mappings from several input variables to several output variables, and they can be considered as an extension of the many conventional mapping techniques. In addition ...
(paru le 30/06/2006, consulté 4610 fois)
Les réseaux de neurones Présentation et applications
Cet ouvrage présente les propriétés essentielles des réseaux de neurones artificiels ainsi que leurs applications les plus communément utilisées. Il met l'accent sur les aspects fondamentaux de ces réseaux et convient tout particulièrement aux étudiants, ...
(paru le 30/07/2007, consulté 8606 fois)
Adaptive Image Processing A Computational Intelligence Perspective
Adaptive image processing is one of the most important
techniques in visual information processing, especially in
image restoration, filtering, enhancement, and
segmentation. While other books present some aspects of
this important issue, none treat it fr...
(paru le 07/03/2002, consulté 5460 fois)
Classification et commande par réseaux de neurones
Cet ouvrage étudie les principaux réseaux de neurones artificiels ainsi que leurs méthodes d'apprentissage. Après une présentation historique et biologique des théories et de l'évolution des modèles de réseaux de neurones, ce livre traite de la classifica...
(paru le 24/11/2006, consulté 5386 fois)
Nonlinear Identification and Control A Neural Network Approach
The purpose of this monograph is to give the broad aspects
of nonlinear identification and control using neural
networks. It consists of three parts:
an introduction to the fundamental principles of neural
networks;
several methods for nonlinear identif...
(paru le 21/01/2002, consulté 2746 fois)
Neural Networks in a Softcomputing Framework
Conventional model-based data processing methods are computationally expensive and require experts' knowledge for the modelling of a system; neural networks provide a model-free, adaptive, parallel-processing solution. Neural Networks in a Softcomputing F...
(paru le 30/04/2006, consulté 3567 fois)
Réseaux neuronaux Une introduction accompagnée d'un modèle Java
Au carrefour de l'informatique, de la biologie et de la psychologie, les réseaux de neurones formels se proposaient à l'origine de construire une intelligence artificielle s'inspirant des systèmes nerveux biologiques. Soixante ans plus tard, ils tiennent ...
(paru le 13/02/2006, consulté 4705 fois)
Artificial Neural Networks in Real-Life Applications
Artificial Neural Networks in Real-Life Applications offers an outlook on the most recent works in the field of artificial neural networks (ANN). It includes theoretical developments of the ANN area and applications of these systems, using intelligent cha...
(paru le 17/03/2006, consulté 5461 fois)
Neural Networks
Fluid and authoritative, this well-organized book
represents the first comprehensive treatment of neural
networks from an engineering perspective, providing
extensive, state-of-the-art coverage that will expose
readers to the myriad facets of neural netwo...
(paru le 10/03/1998, consulté 4600 fois)