An efficient self-organizing map (E-SOM) learning algorithm using group of neurons
In the learning process of the conventional SOM, the neuron which is closer to the winner neuron learns more than the neuron which is farther away from the winner neuron. The neurons farther away from input are not able to learn properly and some dead units are left on the map. To decrease dead unit...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2014-09-01
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| Series: | International Journal of Computational Intelligence Systems |
| Subjects: | |
| Online Access: | https://www.atlantis-press.com/article/25868535.pdf |