Self organizing adaptive replicate (SOAR)

Details Self organizing adaptive replicate (SOAR) Self organizing adaptive replicate (SOAR)

1993-10-18

1997-01-28

Downs, Robert W.

Image analysis

Histogram processing

For setting a threshold

395 21, 395 20, 382157, G06E 100, G06E 300, G06F 1518

Patent

active

055985106

ABSTRACT:
A self-organizing adaptive replicated (SOAR) for creating a replicate of human expert behavior. The SOAR can be embedded invisibly within multiple types of systems to observe, adapt and grow to emulate a user's interactive behavior and performance level. The system yields near equivalent responses to near equivalent stimuli in real time. The SOAR is based on a three layer perceptron type architecture which guarantees arbitrary M to N mapping of continuous valued spaces. The architecture uses a competitive, additive, and layer independent learning rule which insures excellent rapid learning. A self-organizing, adaptive algorithm permits the SOAR to adapt to the true classification space. The SOAR has applications in areas such a speech recognition, target detection, pattern recognition of multi-feature data, electro-mechanical subsystem control and resource allocation and optimization.

REFERENCES:
patent: 5214746 (1993-05-01), Fogel et al.
patent: 5228113 (1993-07-01), Shelton
patent: 5276771 (1994-01-01), Manukian et al.
patent: 5335291 (1994-08-01), Kramer et al.
patent: 5376962 (1994-12-01), Zortea
patent: 5408424 (1995-04-01), Lo
Lu, "Pattern classification using self-organizing feature maps"; Nueral Networks, 1990 IEEE International conference, pp. 471-480, 1990.
Mann et al, "A self-organizing Neural net chip"; Custon Integrated Circuits conference, 1988, pp. 10.3.1-10.3.5, 1988.

Affiliated with

Also associated with

Rating

Self organizing adaptive replicate (SOAR) does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Self organizing adaptive replicate (SOAR), we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Self organizing adaptive replicate (SOAR) will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFUS-PAI-O-946731