RBF ,LVQ in NN

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Yogini Prabhu
Yogini Prabhu 2021-3-5
评论： Yogini Prabhu 2021-3-29
I made a NN of MLP, which was developed using nprtool of MATLAB.I have the generated matlab code with me, now. it classifies 4 classes.
Now Ii want to implement NN for other types -RBF ,LVQ . what are the changes required?

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Yogini Prabhu
Yogini Prabhu 2021-3-16
I have made a NN of MLP, which was developed using nprtool of MATLAB.I have the generated matlab code with me, now. it classifies 4 classes.
Now Ii want to implement NN for other types -RBF ,LVQ . what are the changes required?
Pratyush Roy
Pratyush Roy 2021-3-29
Hi Yogini,
A RBF neural network consists of a radial basis layer followed by a linear layer. You can assign the "radbas" transfer function to the first hidden layer of the MLP to convert it to a RBF neural network.
Similarly, a LVQ neural network consists of a competitive layer followed by a linear layer. Assigning the "compet" transfer function to the first hidden layer of the MLP converts it to a LVQ neural network.
You can also refer to dedicated functions like lvqnet (or LVQ and newrbe for RBE.
Hope this helps!

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