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Time topology for the self-organizing map
- Source :
- IJCNN
- Publication Year :
- 2003
- Publisher :
- IEEE, 2003.
-
Abstract
- Time information of the input data is used for evaluating the goodness of the self-organizing map to store and represent temporal feature vector sequences. A new node neighborhood is defined for the map which takes the temporal order of the input samples into account. A connection is created between those two map modes which are the best-matching units for two successive input samples in time. This results in the time-topology preserving network.
Details
- Database :
- OpenAIRE
- Journal :
- IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339)
- Accession number :
- edsair.doi...........a4ff126115e2278f87c47fe4aab43223