This is the readme for the models associated with the paper:

Soman K, Muralidharan V, Chakravarthy VS (2018) An Oscillatory Neural Autoencoder Based on Frequency Modulation and Multiplexing. Front Comput Neurosci 12:52
http://dx.doi.org/10.3389/fncom.2018.00052

This MATLAB code was contributed by K. Soman.

To run type this script name at the matlab command prompt:

FM_mod_mux_demod_autoencoder_with_lahn

After a brief while you will see figures created which includes these similar to the paper's:

figure 2:

paper fig 2

figure 3:

paper fig 3

figure 4:

paper fig 4