Matlab code for Supervised SOM neural network
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Is there any way to train a self organizing map as supervised training. I want this because when I use unsupervised SOM, it does not classifies data correctly.
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Zabihallah Nikzad
2020-2-26
hi
you can use it for supervised learning but you have to change some thing in your input data
please see this book;
MATLAB Implementations and Applications of the Self-Organizing Map
http://kirjakauppa.unigrafia.fi/
section 29
page 160
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Greg Heath
2013-12-5
A net cannot be self-organizing if it is supervised. You should be looking for Learning Vector Quantization Nets
>> lookfor lvq
nnd14lv1 - NND4LV1 LVQ1 demonstration.
nnd14lv2 - NND4LV1 LVQ2 demonstration.
initlvq - LVQ weight initialization function.
learnlv1 - LVQ1 weight learning function.
learnlv2 - LVQ 2.1 weight learning function.
lvqnet - Learning vector quantization (LVQ) neural network.
lvqoutputs - Define settings for LVQ outputs, without changing values.
newlvq - Create a learning vector quantization network.
nnt2lvq - Update NNT 2.0 learning vector quantization network.
Thank you for formally accepting my answer
Greg
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