Neural networks : current applications
著者
書誌事項
Neural networks : current applications
Chapman & Hall, 1992
1st ed
- U.S.
- U.K.
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
Major recent developments in the field of artificial neural networks have led to the development of neural network systems for a wide range of applications. This is a collection of specially commissioned chapters from authors who have experience of neural networks applications and who have key positions in the field. The book opens with introductory material on neural networks, which is follwed by chapters on the application of these new techniques to practical problems in the specific ares of forecasting, control and robotics, and computer vision and image processing. The authors are from Europe and the US and this international background is reflected in the work they describe.
目次
- Neural network basics
- using adaptive networks for resource allocation in changing environments
- medical risk assessment for insurance underwriting
- modelling chemical process systems via neural computation
- the application of neural networks to robotics
- neural networks in vision
- image labelling with a neural network
- object recognition with optimum neural networks
- handwritten digit recognition with a backpropagation network
- higher order networks for invariant pattern recognition
- the bionic retina and beyond.
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