11 search results - page 1 / 3 » Neuron Weight Dynamics in the SOM and Self-Organized Critica... |
IJCNN
2000
IEEE
13 years 10 months ago
2000
IEEE
ICNC
2005
Springer
13 years 11 months ago
2005
Springer
Abstract. Self-Organizing Maps (SOM) is a powerful tool for clustering and discovering patterns in data. Competitive learning in the SOM training process focusses on finding a neu...
IJCNN
2000
IEEE
13 years 10 months ago
2000
IEEE
It is often reported in the technique literature that the success of the self-organizing feature map (SOM) formation is critically dependent on the initial weights and the selectio...
DATAMINE
2010
13 years 5 months ago
2010
Abstract Weighted Voting Superposition (WeVoS) is a novel summarization algorithm for the results of an ensemble of Self-Organizing Maps. Its principal aim is to achieve the lowest...
IJCNN
2008
IEEE
13 years 12 months ago
2008
IEEE
Abstract— This study proposes a Batch-Learning SelfOrganizing Map with False-Neighbor degree between neurons (called BL-FNSOM). False-neighbor degrees are allocated between adjac...