четверг, 11 ноября 2010 г.

Artificial neural networks in control

Dear collegues!

Present to you the only handout material for introductionary lecture on artificial neural networks.

Please refer to additional literature sources listed.

Good introduction to ANN without much math here:
http://arxiv.org/pdf/cs/0308031

Here more deep review of ANN in control -- highly structurized and easy to read (btw with more math):
http://hagan.okstate.edu/hagandemuthacc99.pdf

Also I follow this textbook:
António E. Ruan. Intelligent control systems using computational intelligence techniques, chapter 2 (An overview of nonlinear identification and control with neural networks)

And wiki's entries for reference:
http://en.wikipedia.org/wiki/Artificial_neural_network
http://en.wikipedia.org/wiki/Digital_filter
http://en.wikipedia.org/wiki/Z-transform

MATLAB toolbox:
http://www.mathworks.com/products/neuralnet/

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