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Recurrent Neural Networks and Soft Computing

by Mahmoud Elhefnawi
Save 14% Save 14%
Current price ₹15,131.00
Original price ₹17,542.00
Original price ₹17,542.00
Original price ₹17,542.00
(-14%)
₹15,131.00
Current price ₹15,131.00

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Book cover type: Hardcover
  • ISBN13: 9789535104094
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Intechopen
  • Publisher Imprint: Intechopen
  • Publication Date:
  • Pages: 306
  • Original Price: USD 179.0
  • Language: English
  • Edition: N/A
  • Item Weight: 685 grams
  • BISAC Subject(s): Data Science / Neural Networks

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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