Buch, Englisch, 344 Seiten, Format (B × H): 156 mm x 247 mm, Gewicht: 608 g
Buch, Englisch, 344 Seiten, Format (B × H): 156 mm x 247 mm, Gewicht: 608 g
Reihe: International Series on Computational Intelligence
ISBN: 978-0-8493-9802-5
Verlag: CRC Press
Industrial Applications of Neural Networks explores the success of neural networks in different areas of engineering endeavors. Each chapter shows how the power of neural networks can be exploited in modern engineering applications.
The first seven chapters focus on image processing as well as industrial or manufacturing perspectives. Topics discussed include:
- shape recognition
- shape from shading
- aircraft detection in SAR images
- visualization of high-dimensional data bases of industrial systems
- 3-D object learning and recognition from multiple 2-D views
- fingerprint classification
- performance optimization in flexible manufacturing systems
The remaining chapters address issues and applications in the expansive area of multimedia communications as well as mobile and cellular communications.
Zielgruppe
Professional
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
On-Line Shape Recognition with Incremental Training Using Neural Networks with Binary Synaptic Weights. Neural Network Approaches to Shape from Shading. Neural Networks and Fuzzy Reasoning to Detect Aircraft in SAR Images. The Self-Organizing Map in Industry Analysis. A Self-Organising Architecture for Invariant 3-D Object Learning and Recognition from Multiple 2-D Views. Industrial Applications of Hierarchical Neural Networks: Character Recognition and Finger Print Classification. Neural Networks for Performance Optimization in Flexible Manufacturing Systems. Channel Assignment in Mobile Communication Networks - A Computational Intelligence Approach. Application of Cellular Compact Neural Networks in Digital Communications. Neural Networks for Process Scheduling in Communications Systems.
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