Branching competitive learning Network:A novel self-creating model

@article{Xiong2004BranchingCL,
  title={Branching competitive learning Network:A novel self-creating model},
  author={Huilin Xiong and M. N. Shanmukha Swamy and M. Omair Ahmad and Irwin King},
  journal={IEEE Transactions on Neural Networks},
  year={2004},
  volume={15},
  pages={417-429}
}
This paper presents a new self-creating model of a neural network in which a branching mechanism is incorporated with competitive learning. Unlike other self-creating models, the proposed scheme, called branching competitive learning (BCL), adopts a special node-splitting criterion, which is based mainly on the geometrical measurements of the movement of the synaptic vectors in the weight space. Compared with other self-creating and nonself-creating competitive learning models, the BCL network… CONTINUE READING
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Branching competitive learning for clustering

  • I. King, H. Xiong
  • Proc. Int. Conf. Neural Information Processing…
  • 2000
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