SOM hardware with acceleration module for graphical representation of the learning process

Proceedings of the 7th International Conference on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, MicroNeuro 1999

Volumn , Issue , 1999, Pages 380-386

  Porrmann, M ^a   Ruping, S ^a   Ruckert, U ^a  

^a UNIVERSITY OF PADERBORN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; FUZZY INFERENCE; FUZZY LOGIC; MICROELECTRONICS; PARALLEL ARCHITECTURES; SELF ORGANIZING MAPS;

CLASSIFICATION RATES; CMOS TECHNOLOGY; DEDICATED HARDWARE; DIGITAL HARDWARE IMPLEMENTATION; GRAPHICAL REPRESENTATIONS; LEARNING PROCESS; ONLINE VISUALIZATIONS; PERFORMANCE MAPS;

HARDWARE;

EID: 84866573700     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MN.1999.758890     Document Type: Conference Paper

References (13)

1. Kohonen, T.: "Self-Organizing Maps", Springer-Verlag, Berlin, 1995
2. Witkowski, U., Ruping, S., Ruckert, U., Schutte, F., Beinecke, S., Grotstollen, H.: "System Identification Using Selforganizing Feature Maps", Fifth International Conference on Artificial Neural Networks. Cambridge, UK, July 1997, pp. 100-105
3. Schutte, F., Beinecke, S., Grotstollen, H., Witkowski, U., Ruping, S., Ruckert, U.: "Structure-and Parameter Identification for a Two-Mass-System With Backlash and Friction Using a Self-Organizing Map", European Conference on Power Electronics and Applications, Trondheim, Norway, September 1997, Vol. 3, pp. 3358-3363
4. Ruping, S., Goser, K., Ruckert, U.: "A Chip for Selforganizing Feature Maps", IEEE MICRO, Vol. 15, No. 3, June 1995,.pp. 57-59
5. Ruping, S., Ruckert, U.: "A Scalable Processor Array for Self-Organizing Feature Maps", Fifth International Conference on Microelectronics for Neural Networks and Fuzzy Systems, MicroNeuro'96, February 12-14, 1996, Lausanne, Switzerland, pp. 285-291
6. Ruping, S.: "VLSI-gerechte Umsetzung von selbstorganisierenden Karten und ihre Einbindung in ein Neuro-Fuzzy Analysesystem", Fortschritt-Berichte VDI, Reihe 9: Elektronik, Dusseldorf: VDI Verlag, 1995
7. Ruping, S., Porrmann, M., Ruckert, U., "SOM Hardware-Accelerator", WSOM'97: Workshop on Self-Organizing Maps, June 4-6, 1997, pp. 136-141, Espoo, Finnland
8. Ruping, S., Porrmann, M., Ruckert, U., "A High Performance SOFM Hardware-System", IWANN'97: International Work-Conference on Artificial and Natural Neural Networks, June 4-6, 1997, pp.772-781, Lanzarote, Spain
9. Ruping, S., Porrmann, M., U. Ruckert, U., "SOM Accelerator System", to be published in Neurocomputing 1998
10. Ruckert, U., "A Hybride Knowledge Processing Architecture", IEE-Proc. Publication No. 395 "Intelligent Systems Engineering", Norwich, UK, 1994, pp.372-377
11. Porrmann, M., Heittmann, A., Ruping, S., Ruckert, U.: "A Hybrid Knowledge Processing System", Proc. of the Conf. "Neural Networks and their Applications" NEURAP98, Marseille, 11.-13. March, 1998, pp. 177-184
12. Ruckert, U., Witkowski, U., "Silicon Artificial Neural Networks", Proc. of the 8th Int. Conf. on Artificial Neural Networks, ICANN 98, Sept. 2-4 1998, Skovde, Sweden, pp. 75-84, 1998
13. Ultsch, A., Siemon, H. P., "Kohonen's self-organizing feature map for exploratory data analysis", Proc. of the INNC-90, Paris, France, 1990, pp. 305-308