Processing ......
FreeComputerBooks.com
Links to Free Computer, Mathematics, Technical Books all over the World
 
Recurrent Neural Networks and Soft Computing
🌠 Top Free Algorithms Books - 100% Free or Open Source!
  • Title Recurrent Neural Networks and Soft Computing
  • Author(s) Mahmoud ElHefnawi and Mohamed Mysara
  • Publisher: IN-TECH (March 30, 2012); eBook (Creative Commons Licensed)
  • License(s): Attribution 3.0 Unported (CC BY 3.0)
  • Hardcover 304 pages
  • Language: English
  • ISBN-10: N/A
  • ISBN-13: 978-953-51-0409-4
  • Share This:  

Book Description

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.

About the Authors
  • Dr Mahmoud ElHefnawi is the the Biomedical informatics and Chemoinformatics group leader at the Centre of Excellence for Advanced Sciences(CEAS) and Informatics and Systems Department, National Research Centre NRC).
Reviews, Ratings, and Recommendations: Related Book Categories: Read and Download Links: Similar Books:
Book Categories
:
Other Categories
Resources and Links