CUSOM

CuSOM is a CUDA implementation of Self Organizing Map.

Important

It was developed for academic purpose, some features are not available or need to be modified.

Prerequisites

• Cuda 7.x;
• Cublas;
• OpenCV 2.4;

Content

There are two versions of SOM:

• batchSOM (standalone):
  • Compiles main.cpp, serialSOM;
• Cuda SOM:
  • Compiles *.cu files;

Compilation

nvcc -G -g main.cu cuSOM.cu global.cu -o SOMMM -lcurand -lcublas pkg-config --cflags --libs opencv