Simple WPF implementation of Hopfield's neuronet. Network is learning several encoded images and then tries to recognize them with different noise levels.

.NET Framework 4.5.2

MahApps.Metro - UI toolkit for WPF. Can be restored automatically with Package Manager Console

Update-Package -Reinstall -ProjectName NeuroNet

To add custom 10x10 images just modify srcimgs.txt file as following:

# this line is ignored, use it for comments or image safe deletion  
  
# text after '//' is used as tag and tooltip for image below
// Z  
# '|' for white pixel, any other character for black
_||||||||_  
_||||||||_  
______|||_  
_____|||__  
____|||___  
___|||____  
__|||_____  
_|||______  
_||||||||_  
_||||||||_  

# leave empty row at the end of file

Ensure that srcimgs.txt is copied to output directory during build

On GUI select image from left list and see generated output in right list. To generate again just click on preview image.

• Yegor Bobrovski - BSUIR student (graduated in 2017)