Recurrent Neural Networks and Soft Computing (Hardcover) (ISBN-13: 9789535104094)

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
ISBN-10: 9535104098
ISBN-13: 9789535104094
Publisher: Intechopen
Language: English
Published: 03/30/2012
Pages: 306
Format: Hardcover
Weight: 1.51lbs
Size: 9.61h x 6.69w x 0.75d