Self-Organizing Neural Networks - Recent Advances and Applications

List of contents

Overture
- Measures for the Organization of Self-Organizing Maps
- Unsupervised Learning and Self-Organization in Networks of Spiking Neurons
- Generative Probability Density Model in the Self-Organizing Map
- Growing Multi-Dimensional Self-Organizing Maps for Motion Detection
- Extensions and Modifications of the Kohonen-SOM and Applications in Remote Sensing Image Analysis
- Modeling Speech Processing and Recognition in the Auditory System Using the Multilevel Hypermap Architecture
- Algorithms for the Visualization of Large and Multivariate Data Sets
- Self-Organizing Maps and Financial Forecasting: an Application
- Unsupervised and Supervised Learning in Radial-Basis-Function Networks
- Parallel Implementations of Self-Organizing Maps

Product details

• Publisher: Physica-Verlag
• Languages: English
• Product format: Hardback
• Released: 01.01.2001
• EAN: 9783790814170
• ISBN: 978-3-7908-1417-0
• No. of pages: 278
• Weight: 530 g
• Illustrations: w. 119 figs.
• Series: Studies in Fuzziness and Soft Computing; Studies in Fuzziness and Soft Computing
• Subject: Natural sciences, medicine, IT, technology > IT, data processing > IT