A novel large-memory neural network as an aid in medical diagnosis applications

@article{Kordylewski2001ANL,
  title={A novel large-memory neural network as an aid in medical diagnosis applications},
  author={Hubert Kordylewski and Daniel Graupe and Kai Liu},
  journal={IEEE Transactions on Information Technology in Biomedicine},
  year={2001},
  volume={5},
  pages={202-209}
}
Describes the application of a LAMSTAR (LArge Memory STorage And Retrieval) neural network to medical diagnosis and medical information retrieval problems. The network is based on M.L. Minsky's (1980) knowledge lines (k-lines) theory of memory storage and retrieval in the central nervous system. It employs arrays of self-organized map modules, such that the k-lines are implemented via link weights (address correlation) that are updated by learning. The network also employs features of… CONTINUE READING
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