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.
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Details
- ISBN-13: 9789535104094
- ISBN-10: 9535104098
- Publisher: Intechopen
- Publish Date: March 2012
- Dimensions: 9.61 x 6.69 x 0.75 inches
- Shipping Weight: 1.51 pounds
- Page Count: 306
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