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Competitive Networks

Competitive Networks. Outline. Hamming Network Competitive Layer Competitive Layers in Biology Self-Organizing Feature Maps Learning Vector Quantization. Hamming Network. Layer 1 (Correlation). Layer 2 (Competition). Competitive Layer. Competitive Learning. Graphical Representation.

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Competitive Networks

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  1. Competitive Networks

  2. Outline Hamming Network Competitive Layer Competitive Layers in Biology Self-Organizing Feature Maps Learning Vector Quantization

  3. Hamming Network

  4. Layer 1 (Correlation)

  5. Layer 2 (Competition)

  6. Competitive Layer

  7. Competitive Learning

  8. Graphical Representation

  9. Example

  10. Four Iterations

  11. Typical Convergence (Clustering)

  12. Dead Units

  13. Stability p7

  14. Competitive Layers in Biology

  15. Mexican-Hat Function

  16. Feature Maps

  17. Example

  18. Convergence

  19. Learning Vector Quantization

  20. Subclass

  21. Example

  22. LVQ Learning

  23. Example

  24. First Iteration

  25. Second Layer

  26. Figure

  27. Final Decision Regions

  28. LVQ2

  29. LVQ2 Example

  30. Solved Problems

  31. Solved Problems

  32. Solved Problems

  33. Solved Problems

  34. Solved Problems

  35. Solved Problems

  36. Solved Problems

  37. Solved Problems

  38. Solved Problems

  39. Solved Problems

  40. Solved Problems

  41. Solved Problems

  42. Solved Problems

  43. Solved Problems

  44. Solved Problems

  45. Solved Problems

  46. Solved Problems

  47. Solved Problems

  48. Solved Problems

  49. Solved Problems

  50. Solved Problems

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