RBF Networks

  1. The distance neuron
  2. Unsupervised training of a distance neuron
  3. The RBF network
  4. Training the RBF network
  5. The Best-of-all-possible-worlds network
  6. The RCE network


  1. Perform unsupervised k-means clustering for the Iris or Peterson Barney data (whichever you used for the BP assignment).
  2. Using the results of the previous exercise train the second layer of an RBF using the PLA (coded in assignment 3).
  3. Compare the generalization of the RBF with that of the MLP.

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