Graphics hardware implementation of the Parameter-Less Self-Organising Map

Lecture Notes in Computer Science

Volumn 3578, Issue , 2005, Pages 343-350

  Campbell, Alexander ^a   Berglund, Erik ^b   Streit, Alexander ^a  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

^b UNIVERSITY OF QUEENSLAND   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER HARDWARE; MAPPING; PARAMETER ESTIMATION; VISUALIZATION;

GRAPHICS HARDWARE; SELF-ORGANIZING MAP (SOM);

GRAPHIC METHODS;

EID: 26444487548     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11508069_45     Document Type: Conference Paper

References (7)

1. Porrmann, M., Kalte, H., Witkowski, U., Niemann, J.C., Rückert, U.: A dynamically reconfigurable hardware accelerator for self-organizing feature maps. In: SCI 2001 (5th World Multi-Conference on Systemics, Cybernetics and Informatics). (2001) 242-247
2. NVIDIA Corporation: Cg toolkit user's manual: A developer's guide to programmable graphics. (2004)
3. Berglund, E., Sitte, J.: The parameter-less som algorithm. In: ANZIIS 2003. (2003) 159-164
4. Berglund, E., Sitte, J.: The parameter-less self-organizing map algorithm. (ITEE transactions on Neural Networks, accepted. In revisions)
5. Kohonen, T.: The self-organizing map. Proceedings of the IEEE 78 (1990) 1464-1480
6. Ritter, H., Martinetz, T., Schulten, K.: Neural Computation and Self-Organizing Maps - An Introduction. Addison-Wesley publishing company (1992)
7. Rauber, A., Tomsich, P., Merkl, D.: A parallel implementation of the self-organizing map exploiting cache effects: Making the som fit for interactive high-performance data analysis. In: IJCNN 2000 (International Joint Conference on Neural Networks). (2000) 24-27