Neural Network Design for EL5108:Intelligent Controls and Systems

The class uses the Neural Network Design https://hagan.okstate.edu/NNDesign.pdf for the textbook.

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Table of Contents

• Chapter 6
• Chapter 7
• Chapter 10

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Chapter 6

Implement the problem on page 88, 100, and 103.

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Chapter 7

Implement the Autoassociative Memory on page 203 for simple digit recognition.

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Chapter 10

Noise Cancelation based on ADALINE Network. We used Psychophysics (4Mb) dataset on https://sccn.ucsd.edu/~arno/fam2data/publicly_available_EEG_data.html.

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License

• MIT license