ARTMAP-FD: familiarity discrimination applied to radar target recognition
Gail A. Carpenter, M.A. Rubin, William Streilein · Proceedings of International Conference on Neural Networks (ICNN'97) · 2002
ARTMAP-FD extends fuzzy ARTMAP to perform familiarity discrimination. That is, the network learns to abstain from meaningless guesses on patterns not belonging to a class represented in the training set. ARTMAP-FD can also be applied in conjunction with sequential evidence accumulation. Its performance is illustrated here on simulated radar range profile data.