Overview

These papers reflect the wide spectrum of neural network applications that are currently being attempted in industry and medicine. They cover medical diagnosis, robotics, plant control, machine learning, and visual inspection, as well as more general discussions on net learning and knowledge representation. The breadth and depth of coverage is a sign of the health of the subject, as well as indicating the importance of neural network developments in industry and the manner in which the applications are progressing. Among the topics covered are learning algorithms - theory and practice; a review of medical diagnostic applications of neural networks; simulated ultrasound tomographic imaging of defects; linear quad-trees for neural network based position invariant pattern recognition; the pRTAM as a hardware-realizable neuron; and the cognitive modalities (""CM"") system of knowledge representation.

Full Product Details

Author:   J.G. Taylor
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   Edition. ed.
Dimensions:   Width: 17.00cm , Height: 0.90cm , Length: 24.20cm
Weight:   0.301kg
ISBN:  

9783540197720

ISBN 10:   3540197729
Pages:   156
Publication Date:   10 September 1992
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of stock  
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Table of Contents

Learning Algorithms -Theory and Practice.- A Generic Neural Network Approach for Constraint Satisfaction Problems.- A Review of Medical Diagnostic Applications of Neural Networks.- Data Representation and Generalisation in an Application of a Feed-Forward Neural Net.- Simulated Ultrasound Tomographic Imaging of Defects.- An Apple Sorting System using Neural Network-Based on Image Processing.- Linear Quadtrees for Neural Network Based Position Invariant Pattern Recognition.- Application of Neural Networks in Process Control.- A Neural Network Approach to Tokamak Equilibrium Control.- Neural Network Control of Robot Arm Tracking Movements.- The pRAM as a Hardware-realisable Neuron.- The Cognitive Modalities (`CM') System of Knowledge Representation - the DNA of Neural Networks?.- Author Index.

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