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Matlab Code for single layer perceptron model

Asked by Simone Leon on 1 Aug 2011

I am looking for a matlab code for a single layer perceptron model. The code should be able to cater for the following:

// Load sample input patterns // Load sample output patterns // Initialise weights // Set learning rate // Calculate output // Calculate error // Update weights // Convert error to absolute value // Display network generalisation // Calculate output

Any assistance would be greatly appreciated.

2 Comments

zahra on 13 Apr 2012

I am looking for a matlab code for a single layer perceptron model. The code should be able to cater for the following:

// Load sample input patterns // Load sample output patterns // Initialise weights // Set learning rate // Calculate output // Calculate error // Update weights // Convert error to absolute value // Display network generalisation // Calculate output

zahra on 13 Apr 2012

Any assistance would be greatly appreciated.

Simone Leon

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1 Answer

Answer by Greg Heath on 15 Apr 2012

If you do not have access to the Neural Network Toolbox. Try searching the Newsgroup archives and FEX. If you know the weight updating formula, you can program the rest your self.

Greg

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Greg Heath

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