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Autoencoders

version 1.4 (96.2 KB) by BERGHOUT Tarek
the function returns a fully trained auto-encoder based ELM

35 Downloads

Updated 19 Apr 2019

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the Algorithm returns a fully trained autoencoder based ELM, you can use it to train a deep network by changing the original feature representations,it code or decode any input simple depending on the training parameters (input and output weights ) ,for more information contact me : berghouttarek@gmail.com
in this lik an example of regenerating of an image from the encoded matrix using AEs is ulistrated:
https://www.youtube.com/watch?v=ZdyUnbbSdN8&feature=youtu.be

Cite As

BERGHOUT Tarek (2019). Autoencoders (https://www.mathworks.com/matlabcentral/fileexchange/66080-autoencoders), MATLAB Central File Exchange. Retrieved .

Comments and Ratings (11)

chitra phd

Thank you for uploading this code. I have applied medical image in that code but i couldn't get the reconstructed image matrix at the final stage. Could you send me the solution for that..?

koner Jone

thank you very much,it's very useful for me!

thanks Liwei, thank you

Liwei

Excellent post!

dear sir..do you have any published paper with this work,,?

Wail REZGUI

my email if any one needs help about ELM is: berghouttarek@gmail.com .

no it is mine

is it the same version with LLCKasun 2013 on ieeexplorer?

Updates

1.4

new version

1.3

new version with improvement, to make easy to undrestand from the newcomers To autoencoders

1.2

new features

1.1

image

MATLAB Release Compatibility
Created with R2009a
Compatible with any release
Platform Compatibility
Windows macOS Linux
Acknowledgements

Inspired by: Run Length coding

Inspired: Denoising Autoencoder