Plastic algorithm for adaptive vector quantisation

  title={Plastic algorithm for adaptive vector quantisation},
  author={Sandro Ridella and Stefano Rovetta and Rodolfo Zunino},
  journal={Neural Computing & Applications},
A plastic algorithm for building vector quantisers adaptively attains a dynamic representation of observed data; an unsupervised version of classical crossvalidation rules the algorithm's stopping condition. Combining plasticity with empirical generalisation-based control yields an adaptive methodology for VQ. The paper analyses the method's convergence… CONTINUE READING