2010 - Serotonina Neural Network Library (memories from my past)

My high school graduation project (before Machine Learning was a real thing). The project includes a handwriting recognition tool and a trainer with UI.

Full thesis at Le Reti Neurali Artificiali.

Supported training algorithms

• BATCH (Delta Rule + Momentum)
• RPROP
• RPROP+
• RPROP-
• IRPROP+
• IRPROP-

Building with CMake

$ cd <SOURCES>
$ cmake ./ -DCMAKE_INSTALL_PREFIX=<PATH>
$ make
$ make doc_{en|it} (`make doc_en` for english documentation)
# make install

Dependencies

Serotonina has no dependencies (this bitch still compile after more than 9 years!).

Only for demos:

• OpenGL;
• FLTK 1.3 - http://www.fltk.org/;
• OpenCV (only libhighgui) - http://opencv.willowgarage.com/;
• pthread - http://sourceware.org/pthreads-win32/