GitHub - ModelDBRepository/243595: An oscillatory neural autoencoder based on frequency modulation and multiplexing (Soman et al 2018)

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An oscillatory neural autoencoder based on frequency modulation and multiplexing (Soman et al 2018)

modeldb.science/243595

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
FM_mod_mux_demod_autoencoder_with_lahn.m		FM_mod_mux_demod_autoencoder_with_lahn.m
foldiak_linear_fn.m		foldiak_linear_fn.m
lahn_wts_saved_1.mat		lahn_wts_saved_1.mat
lahn_wts_saved_2.mat		lahn_wts_saved_2.mat
paperfig2.png		paperfig2.png
paperfig3.png		paperfig3.png
paperfig4.png		paperfig4.png
pca_own.m		pca_own.m
readme.html		readme.html
removemean.m		removemean.m

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<html>
This is the readme for the models associated with the paper:<p/>
Soman K, Muralidharan V, Chakravarthy VS (2018) An Oscillatory Neural Autoencoder Based on Frequency Modulation and Multiplexing. Front Comput Neurosci 12:52
<br/>
<a href="http://dx.doi.org/10.3389/fncom.2018.00052">http://dx.doi.org/10.3389/fncom.2018.00052</a>
<p/>
This MATLAB code was contributed by K. Soman.<p/>
To run type this script name at the matlab command prompt:<p/>
FM_mod_mux_demod_autoencoder_with_lahn
<p/>
After a brief while you will see figures created which includes these similar to the paper's:<p/>
figure 2:<p/>
<img src="./paperfig2.png" alt="paper fig 2"><p/>
figure 3:<p/>
<img src="./paperfig3.png" alt="paper fig 3"><p/>
figure 4:<p/>
<img src="./paperfig4.png" alt="paper fig 4"><p/>
</html>