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Linear matrix-based neural network

by Povilas Daniu?is

 

05 May 2008 (Updated 06 May 2008)

A novel learning algorithm for matrix-based data

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Description

This is a learning model for matrix-based data. It can be more efficient than standard vector-based models when the training sample is small or the inputs are matrices, since this model has less parameters than standard ones and exploits an inner structure of the inputs. This model can be interpreted as linear neural network with matrix inputs. You can see theory at http://pd.hacker.lt/linear_mnn.pdf
(only a draft at this time)

MATLAB release MATLAB 7 (R14)
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Comments and Ratings (1)
09 Oct 2011 montazer

Thanks for this function.
Could you please add some comment about outputs of this function?
I want to know, how can I use it for ANN learning and how can I use from outputs for defining my network? Please guide me!

darpanaheto@gmail.com

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Updates
06 May 2008

a typo :)

Tag Activity for this File
Tag Applied By Date/Time
fuzzy logic Povilas Daniu?is 22 Oct 2008 10:00:04
neural networks Povilas Daniu?is 22 Oct 2008 10:00:04
small sample Povilas Daniu?is 22 Oct 2008 10:00:04
matrix inputs Povilas Daniu?is 22 Oct 2008 10:00:04
regression Povilas Daniu?is 22 Oct 2008 10:00:04
learning Povilas Daniu?is 22 Oct 2008 10:00:04
classification Povilas Daniu?is 22 Oct 2008 10:00:04

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