Open access peer-reviewed Edited volume

Recurrent Neural Networks and Soft Computing

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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Recurrent Neural Networks and Soft ComputingEdited by Mahmoud ElHefnawi

Published: March 30th 2012

DOI: 10.5772/2296

ISBN: 978-953-51-0409-4

Books open for chapter submissions

21355 Total Chapter Downloads

5 Crossref Citations

9 Web of Science Citations

15 Dimensions Citations

chaptersDownloads

Open access peer-reviewed

1. Neural Networks and Static Modelling

By Igor Belič

2576

Open access peer-reviewed

2. A Framework for Bridging the Gap Between Symbolic and Non-Symbolic AI

By Gehan Abouelseoud and Amin Shoukry

972

Open access peer-reviewed

3. Ranking Indices for Fuzzy Numbers

By Tayebeh Hajjari

1923

Open access peer-reviewed

4. Neuro-Fuzzy Digital Filter

By José de Jesús Medel, Juan Carlos García and Juan Carlos Sánchez

1169

Open access peer-reviewed

5. Recurrent Neural Network with Human Simulator Based Virtual Reality

By Yousif I. Al Mashhadany

1378

Open access peer-reviewed

6. Recurrent Neural Network-Based Adaptive Controller Design For Nonlinear Dynamical Systems

By Hong Wei Ge and Guo Zhen Tan

1669

Open access peer-reviewed

7. BRNN-SVM: Increasing the Strength of Domain Signal to Improve Protein Domain Prediction Accuracy

By Kalsum U. Hassan, Razib M. Othman, Rohayanti Hassan, Hishammuddin Asmuni, Jumail Taliba and Shahreen Kasim

1990

Open access peer-reviewed

8. Recurrent Self-Organizing Map for Severe Weather Patterns Recognition

By José Alberto Sá, Brígida Rocha, Arthur Almeida and José Ricardo Souza

2279

Open access peer-reviewed

9. Centralized Distributed Parameter Bioprocess Identification and I-Term Control Using Recurrent Neural Network Model

By Ieroham Baruch, Eloy Echeverria-Saldierna and Rosalba Galvan-Guerra

1103

Open access peer-reviewed

10. Optimization of Mapping Graphs of Parallel Programs Onto Graphs of Distributed Computer Systems by Recurrent Neural Network

By Mikhail S. Tarkov

867

Open access peer-reviewed

11. Detection and Classification of Adult and Fetal ECG Using Recurrent Neural Networks, Embedded Volterra and Higher-Order Statistics

By Walid A. Zgallai

1285

Open access peer-reviewed

12. Artificial Intelligence Techniques Applied to Electromagnetic Interference Problems Between Power Lines and Metal Pipelines

By Dan D. Micu, Georgios C. Christoforidis and Levente Czumbil

2637

Open access peer-reviewed

13. An Application of Jordan Pi-Sigma Neural Network for the Prediction of Temperature Time Series Signal

By Rozaida Ghazali, Noor Aida Husaini, Lokman Hakim Ismail and Noor Azah Samsuddin

1507

Edited volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI
  • IET Inspec

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