DocumentCode
303378
Title
An implementation of the self-organizing map on the CNAPS neurocomputer
Author
Pulkki, Ville ; Harju, Taneli
Author_Institution
Neural Networks Res. Centre, Helsinki Univ. of Technol., Espoo, Finland
Volume
2
fYear
1996
fDate
3-6 Jun 1996
Firstpage
1345
Abstract
We present an implementation of the self-organizing map on the CNAPS neuro-computer. We briefly discuss the structure of the hardware used and describe how it is utilized in a very fast realization of the algorithm. We also compare our implementation to a previous one reported in the literature, and find that the presented method is significantly more efficient
Keywords
self-organising feature maps; CNAPS neurocomputer; self-organizing map; Algorithm design and analysis; Application software; Computer networks; Equations; Euclidean distance; Hardware; Humans; Neural networks; Neurons; Training data;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1996., IEEE International Conference on
Conference_Location
Washington, DC
Print_ISBN
0-7803-3210-5
Type
conf
DOI
10.1109/ICNN.1996.549094
Filename
549094
Link To Document