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ISBN
:
9780070591127
Publisher
:
Tata Mcgraw Hill Education Private Limited
Subject
:
Encyclopaedias & Reference Works
Binding
:
Paperback
Pages
:
656
Year
:
2005
₹
1260.0
₹
1260.0
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Key Features Application of Neural Networks to areas like Bioinformatics, Robotics, Communication, Image Processing, Pattern Recognition, Controls, Security, Healthcare, Business, etc. Simulated result obtained for the neural computing techniques using MATLAB. A chapter on Special Networks. Projects related to pattern classification, system identification using differnent networks, all with MATLAB programs. Over 325 illustrations Table Of Contents Chapter 1 Introduction to Neural Networks Chapter 2 Introduction to Artificial Neural Networks Chapter 3 Fundamental Models of Artificial Neural Networks Chapter 4 Perceptron Networks Chapter 5 Adaline and Madaline Networks Chapter 6 Associative Memory Networks Chapter 7 Feedback Networks Chapter 8 Feed Forward Networks Chapter 9 Self Organizing Feature Map Chapter 10 Counter Propagation Network Chapter 11 Adaptive Resonance Theory Chapter 12 Special Networks Chapter 13 Applications of Neural Networks Chapter 14 Applications of Special Networks Chapter 15 Neural Network Projects with MATLAB Chapter 16 Fuzzy Systems Appendix: MATLAB Neural Network Toolbox Index
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