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Self-Organizing Maps
Data Distribution:
RGB Colors
Ring Shape
Clusters
Grid Size:
10
×
10
Learning Rate:
0.5
Reset Network
Training Step (100)
Train (1000 steps)
Iterations:
0
Neighborhood:
-
Current LR:
-
Kohonen Self-Organizing Map
• Unsupervised learning
• Preserves topological structure
• Maps high-D data to 2D grid
• Watch nodes organize!
Colors show weight values.