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Matlab Nn Intro

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Imthias Ahamed

A gentle introduction to neural networks and nn tool box inmatlab

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MATLAB An Introduction Imthias Ahamed T. P. Dept. of Electrical Engineering, T.K.M.College of Engineering, Kollam – 691005, [email_address]
A Glorified Calculator ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
A Glorified Calculator Contd.. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
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plot ,[object Object],[object Object],[object Object]
MATrix LABoratory ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
MATRIX contd… ,[object Object],[object Object],[object Object]
Useful functions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
A PROGRAMMING LANGUAGE ,[object Object],[object Object],[object Object],[object Object],[object Object]
X=0:.1:10 ,[object Object],[object Object],[object Object],[object Object],[object Object]
hold ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
help ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
help general ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
help plot ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object]
Model of a Simple Perceptron and Let b k =w k0 and x 0 =+1
Multi Layer Perceptron
Back-propagation Algorithm: Summary ,[object Object],[object Object],[object Object],[object Object],[object Object]
NN commands ,[object Object],[object Object],[object Object],[object Object]
 
 
Pattern classification problem ,[object Object],[object Object],[object Object],[object Object]
creates a feed forward network ,[object Object],[object Object],[object Object],[object Object],[object Object]
training ,[object Object],[object Object],[object Object],[object Object],[object Object]
Testing ,[object Object],[object Object]
A function approximation example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
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target ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Initialising the net ,[object Object],[object Object],[object Object],[object Object]
training ,[object Object],[object Object],[object Object],[object Object],[object Object]
testing ,[object Object],[object Object],[object Object],[object Object]

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Matlab Nn Intro

  • 1. MATLAB An Introduction Imthias Ahamed T. P. Dept. of Electrical Engineering, T.K.M.College of Engineering, Kollam – 691005, [email_address]
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  • 16. Model of a Simple Perceptron and Let b k =w k0 and x 0 =+1
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  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31.