Open access peer-reviewed Edited Volume

Artificial Neural Networks

Models and Applications

Edited by Joao Luis Garcia Rosa

University of Sao Paulo, Brazil

The idea of simulating the brain was the goal of many pioneering works in Artificial Intelligence. The brain has been seen as a neural network, or a set of nodes, or neurons, connected by communication lines. Currently, there has been increasing interest in the use of neural network models. This book contains chapters on basic concepts of artificial neural networks, recent connectionist architectures and several successful applications in various fields of knowledge, from assisted speech therapy to remote sensing of hydrological parameters, from fabric defect classification to application in civil engineering. This is a current book on Artificial Neural Networks and Applications, bringing recent advances in the area to the reader interested in this always-evolving machine learning technique.

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Artificial Neural NetworksModels and ApplicationsEdited by Joao Luis Garcia Rosa

Published: October 19th 2016

DOI: 10.5772/61493

ISBN: 978-953-51-2705-5

Print ISBN: 978-953-51-2704-8

eBook (PDF) ISBN: 978-953-51-4175-4

Copyright year: 2016

Books open for chapter submissions

17921 Total Chapter Downloads

16 Crossref Citations

1 Web of Science Citations

19 Dimensions Citations

chaptersDownloads

Open access peer-reviewed

1. Zhang Neural Networks for Online Solution of Time-Varying Linear Inequalities

By Dongsheng Guo, Laicheng Yan and Yunong Zhang

1351

Open access peer-reviewed

2. Bayesian Regularized Neural Networks for Small n Big p Data

By Hayrettin Okut

1728

Open access peer-reviewed

3. Generalized Regression Neural Networks with Application in Neutron Spectrometry

By Ma. del Rosario Martinez-Blanco, Víctor Hugo Castañeda-Miranda, Gerardo Ornelas-Vargas, Héctor Alonso Guerrero-Osuna, Luis Octavio Solis-Sanchez, Rodrigo Castañeda-Miranda, José María Celaya-Padilla, Carlos Eric Galvan-Tejada, Jorge Isaac Galvan-Tejada, Héctor René Vega-Carrillo, Margarita Martínez-Fierro, Idalia Garza- Veloz and Jose Manuel Ortiz-Rodriguez

1252

Open access peer-reviewed

4. A Continuous-Time Recurrent Neural Network for Joint Equalization and Decoding – Analog Hardware Implementation Aspects

By Mohamad Mostafa, Giuseppe Oliveri, Werner G. Teich and Jürgen Lindner

1239

Open access peer-reviewed

5. Direct Signal Detection Without Data‐Aided: A MIMO Functional Network Approach

By Xiukai Ruan, Yanhua Tan, Yuxing Dai, Guihua Cui, Xiaojing Shi, Qibo Cai, Chang Li, Han Li, Yaoju Zhang and Dameng Dai

823

Open access peer-reviewed

6. Artificial Neural Network as a FPGA Trigger for a Detection of Neutrino-Induced Air Showers

By Zbigniew Szadkowski, Dariusz Głas and Krzysztof Pytel

1047

Open access peer-reviewed

7. From Fuzzy Expert System to Artificial Neural Network: Application to Assisted Speech Therapy

By Ovidiu Schipor, Oana Geman, Iuliana Chiuchisan and Mihai Covasa

1183

Open access peer-reviewed

8. Neural Networks for Gas Turbine Diagnosis

By Igor Loboda

1210

Open access peer-reviewed

9. Application of Neural Networks (NNs) for Fabric Defect Classification

By H. İbrahim Çelik, L. Canan Dülger and Mehmet Topalbekiroğlu

1029

Open access peer-reviewed

10. Thunderstorm Predictions Using Artificial Neural Networks

By Waylon G. Collins and Philippe Tissot

1292

Open access peer-reviewed

11. Analyzing the Impact of Airborne Particulate Matter on Urban Contamination with the Help of Hybrid Neural Networks

By Daniel Dunea and Stefania Iordache

1175

Open access peer-reviewed

12. Neural Networks Applications for the Remote Sensing of Hydrological Parameters

By Emanuele Santi

889

Open access peer-reviewed

13. Advanced Methods in Neural Networks-Based Sensitivity Analysis with their Applications in Civil Engineering

By Maosen Cao, Nizar F. Alkayem, Lixia Pan and Drahomír Novák

1187

Open access peer-reviewed

14. Artificial Neural Networks in Production Scheduling and Yield Prediction of Semiconductor Wafer Fabrication System

By Jie Zhang, Junliang Wang and Wei Qin

1142

Open access peer-reviewed

15. Neural Network Inverse Modeling for Optimization

By Oscar May, Luis J. Ricalde, Bassam Ali, Eduardo Ordoñez López, Eduardo Venegas-Reyes and Oscar A. Jaramillo

1375

Edited Volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI
  • BKCI

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