Design and Implementation of Rough Set Algorithms on FPGA: A Survey, in: (IJARAI) International Journal of Advanced Research in Artificial Intelligence, vol
- K. S. Tiwari, A. G. Kothari
- 3, no. 9,
In this paper we propose the FPGA and softcore CPU based device for large datasets core calculation using rough set methods. Presented architecture has been tested on two real datasets by downloading and running presented solution inside FPGA. Tested datasets had 1 000 to 10 000 000 objects. The same operations were performed in software implementation. Obtained results show the big acceleration in computation time using hardware supporting core generation in comparison to pure software implementation.