Neural Networks in a Softcomputing Framework Hardback
by Ke-Lin Du, M.N.S. Swamy
Hardback
Description
Conventional model-based data processing methods are computationally expensive and require experts’ knowledge for the modelling of a system.
Neural networks are a model-free, adaptive, parallel-processing solution.
This textbook provides a powerful and universal paradigm for information processing; it reviews the most popular neural-network methods and their associated techniques. Each chapter has a systematic survey of each neural-network model.
Computational intelligence topics like fuzzy logic and genetic algorithms (tools for neural-network learning) are introduced.
Array signal processing problems are used to show the applications of each model. This is an ideal textbook for graduate students and researchers; as well as introducing the basics, the exhaustive list of references included will aid their future research.
It is also a valuable reference for scientists and practitioners working in pattern recognition, signal processing, speech and image processing, data analysis and A.I.
Information
-
Item not Available
- Format:Hardback
- Pages:566 pages, 6 Tables, black and white; L, 566 p.
- Publisher:Springer London Ltd
- Publication Date:18/04/2006
- Category:
- ISBN:9781846283024
Other Formats
- PDF from £38.24
- Paperback / softback from £57.89
Information
-
Item not Available
- Format:Hardback
- Pages:566 pages, 6 Tables, black and white; L, 566 p.
- Publisher:Springer London Ltd
- Publication Date:18/04/2006
- Category:
- ISBN:9781846283024