Overview
New applications in recurrent neural networks are covered by this book, which will be required reading in the field. Methodological tools covered include ranking indices for fuzzy numbers, a neuro-fuzzy digital filter and mapping graphs of parallel programmes. The scope of the techniques profiled in real-world applications is evident from chapters on the recognition of severe weather patterns, adult and foetal ECGs in healthcare and the prediction of temperature time-series signals. Additional topics in this vein are the application of AI techniques to electromagnetic interference problems, bioprocess identification and I-term control and the use of BRNN-SVM to improve protein-domain prediction accuracy. Recurrent neural networks can also be used in virtual reality and nonlinear dynamical systems, as shown by two chapters.
- | Author: Mahmoud Elhefnawi
- | Publisher: Intechopen
- | Publication Date: Mar 30, 2012
- | Number of Pages: 306 pages
- | Binding: Hardback or Cased Book
- | ISBN-10: 9535104098
- | ISBN-13: 9789535104094
