Back to Search

Recurrent Neural Networks and Soft Computing

PUBLISHER Intechopen (03/30/2012)
PRODUCT TYPE Hardcover (Hardcover)

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.
Show More
Product Format
Product Details
ISBN-13: 9789535104094
ISBN-10: 9535104098
Binding: Hardback or Cased Book (Sewn)
Content Language: English
More Product Details
Page Count: 306
Carton Quantity: 22
Product Dimensions: 6.69 x 0.75 x 9.61 inches
Weight: 1.51 pound(s)
Country of Origin: US
Subject Information
BISAC Categories
Computers | Data Science - Neural Networks
Descriptions, Reviews, Etc.
publisher marketing
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.
Show More
List Price $179.00
Your Price  $177.21
Hardcover