Neural Networks and Micromechanics
Abstract
This is an interdisciplinary field of research involving the use of neural network techniques for image recognition applied to tasks in the area of micromechanics. The book is organized into chapters on classic neural networks and novel neural classifiers; recognition of textures and object forms; micromechanics; and adaptive algorithms with neural and image recognition applications. The authors include theoretical analysis of the proposed approach, they describe their machine tool prototypes in detail, and they present results from experiments involving microassembly, and handwriting and face recognition. This book will benefit scientists, researchers and students working in artificial intelligence, particularly in the fields of image recognition and neural networks, and practitioners in the area of microengineering.
Recommended Citation
E. M. Kussul et al., "Neural Networks and Micromechanics,", pp. 1 - 224 Springer Verlag, Jan 2010.
The definitive version is available at https://doi.org/10.1007/978-3-642-02535-8
Department(s)
Electrical and Computer Engineering
International Standard Book Number (ISBN)
978-3642025341
Document Type
Book
Document Version
Citation
File Type
text
Language(s)
English
Rights
© 2010 Springer Verlag, All rights reserved.
Publication Date
01 Jan 2010
