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Neural networks (Computer science) --- Automatic control --- Computational intelligence --- Réseaux neuronaux (Informatique) --- Commande automatique --- Intelligence informatique --- Congresses. --- Congresses. --- Congresses. --- Congrès --- Congrès --- Congrès

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"Artificial neural networks are nonlinear mapping systems whose structure is loosely based on principles observed in the nervous systems of humans and animals. The basic idea is that massive systems of simple units linked together in appropriate ways can generate many complex and interesting behaviors. This book focuses on the subset of feedforward artificial neural networks called multilayer perceptions (MLP). These are the most widely used neural networks, with applications as diverse as finance (forecasting), manufacturing (process control), and science (speech and image recognition)." "This book presents an extensive and practical overview of almost every aspect of MLP methodology, progressing from an initial discussion of what MLPs are and how they might be used to an in-depth examination of technical factors affecting performance. The book can be used as a tool kit by readers interested in applying networks to specific problems, yet it also presents theory and references outlining the last ten years of MLP research."--Jacket.

Artificial intelligence. Robotics. Simulation. Graphics --- Neural networks (Computer science) --- Artificial neural networks --- Nets, Neural (Computer science) --- Networks, Neural (Computer science) --- Neural nets (Computer science) --- Artificial intelligence --- Natural computation --- Soft computing --- Computer Science --- Engineering & Applied Sciences --- Neural networks (Computer science). --- Réseaux neuronaux (informatique) --- COMPUTER SCIENCE/Machine Learning & Neural Networks --- Réseaux neuronaux (informatique)

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It examines all the important aspects of this emerging technolgy, covering the learning process, back propogation, radial basis functions, recurrent networks, self-organizing systems, modular networks, temporal processing, neurodynamics, and VLSI implementation. New chapters delve into such areas as support vector machines, and reinforcement learning/neurodynamic programming, plus readers will find an entire chapter of case studies to illustrate the real-life, practical applications of neural networks.

Neural networks (Computer science) --- neurale netwerken --- artificiële intelligentie --- netwerken --- 681.3*I2 --- Artificial neural networks --- Nets, Neural (Computer science) --- Networks, Neural (Computer science) --- Neural nets (Computer science) --- Artificial intelligence --- Natural computation --- Soft computing --- Artificial intelligence. AI --- 681.3*I2 Artificial intelligence. AI --- Neural networks (Computer science). --- Neurodynamics --- Neurodynamics. --- Artificial intelligence. Robotics. Simulation. Graphics --- Réseaux neuronaux (Informatique)

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This practical introduction focuses on how to build integrated solutions to industrial vision problems from individual algorithms. It gives a hands-on guide for setting up automated visual inspection systems using real-world examples and the NeuroCheck(Registered Trademark) software package. This software has actually been tested on a production line. Based on many years of experience in industries, the editors explain all the (mostly unpublished but essential) details encountered in the creation of real-world vision systems. With the original NeuroCheck (R) software package and all the example images included on CD-ROM, readers can work their way through the described inspection tasks and carry out their own experiments.

Quality control --- Image processing --- Optical pattern recognition --- Neural networks (Computer science) --- Qualité --- Traitement d'images --- Reconnaissance optique des formes (Informatique) --- Réseaux neuronaux (Informatique) --- Optical methods --- Digital techniques --- Contrôle --- Méthodes optiques --- Techniques numériques --- Reconnaissance optique des formes (informatique) --- Réseaux neuronaux (informatique) --- Engineering & Applied Sciences --- Applied Physics --- Optical pattern recognition. --- Optical methods. --- Digital techniques. --- Qualité --- Réseaux neuronaux (Informatique) --- Contrôle --- Méthodes optiques --- Techniques numériques --- Contrôle. --- Techniques numériques. --- Optical data processing. --- Control engineering. --- Robotics. --- Mechatronics. --- Signal processing. --- Image processing. --- Speech processing systems. --- Image Processing and Computer Vision. --- Control, Robotics, Mechatronics. --- Signal, Image and Speech Processing. --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Mechanical engineering --- Microelectronics --- Microelectromechanical systems --- Automation --- Machine theory --- Control engineering --- Control equipment --- Control theory --- Engineering instruments --- Programmable controllers --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Computational linguistics --- Electronic systems --- Information theory --- Modulation theory --- Oral communication --- Speech --- Telecommunication --- Singing voice synthesizers --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Optical equipment --- Computer science. --- Réseaux neuronaux (informatique) --- Contrôle. --- Techniques numériques.