DocumentCode
314310
Title
ARTMAP-FD: familiarity discrimination applied to radar target recognition
Author
Carpenter, Gail A. ; Rubin, Mark A. ; Streilein, William W.
Author_Institution
Dept. of Cognitive & Neural Syst., Boston Univ., MA, USA
Volume
3
fYear
1997
fDate
9-12 Jun 1997
Firstpage
1459
Abstract
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
Keywords
ART neural nets; case-based reasoning; fuzzy neural nets; radar target recognition; self-organising feature maps; ARTMAP-FD; familiarity discrimination; fuzzy ARTMAP; neural net; radar target recognition; sequential evidence accumulation; simulated radar range profile data; Airborne radar; Aircraft; Benchmark testing; Fuzzy neural networks; Fuzzy systems; Neural networks; Pattern recognition; Reflection; Scalability; Target recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks,1997., International Conference on
Conference_Location
Houston, TX
Print_ISBN
0-7803-4122-8
Type
conf
DOI
10.1109/ICNN.1997.614010
Filename
614010
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