Pattern classifier with training system and methods of operation

Data processing: artificial intelligence – Neural network – Learning task

Patent

Rate now

  [ 0.00 ] – not rated yet Voters 0   Comments 0

Details

704232, G06F 1518, G10L 900

Patent

active

061310891

ABSTRACT:
Classifiers (110) and a comparator (112) perform an identification method (400) to identify a class as one of a predetermined set of classes. The identification method is based on determining the observation costs associated with the unidentified class. The identification method includes combining models representing the predetermined set of classes and the unidentified vectors representing the class. The predetermined class associated with the largest observation cost is identified as the class. Additionally, a unique, low-complexity training method (300) includes creating the models which represent the predetermined set of classes.

REFERENCES:
patent: 5317673 (1994-05-01), Cohen et al.
patent: 5381513 (1995-01-01), Tsuboka
patent: 5390136 (1995-02-01), Wang
patent: 5509103 (1996-04-01), Wang
patent: 5594834 (1997-01-01), Wang
patent: 5638486 (1997-06-01), Wang et al.
patent: 5719692 (1998-02-01), Cohen
patent: 5724486 (1998-03-01), Wang
patent: 5734793 (1998-03-01), Wang
patent: 5749072 (1998-05-01), Mazurkiewicz et al.
patent: 5751904 (1998-05-01), Inazumi
patent: 5818963 (1998-10-01), Murdock et al.
patent: 5854855 (1998-12-01), Errico et al.
patent: 5864807 (1999-01-01), Campbell
patent: 5895447 (1999-04-01), Ittycheriah et al.
patent: 5946653 (1999-08-01), Campbell
patent: 6038535 (2000-03-01), Campbell
An article entitled "Continuous Speech Recognition", by Nelson Morgan and Herve Bourlard, from IEEE Signal Processing Magazine, May 1995, vol. 12, No. 3 ISSN 1053-5888.
Patrikar et al, "Pattern Classification Using Polynomial Networks", Electronics Letters, vol. 28 No. 12, Jun. 1992.
Gloger et al, "A Comparison of Gaussian Distribution and Polynomial Classifiers in Attidden Markov Model Based System for Recognition of Cursive Script", IEEE Proceedings of the 4th International Conference on Document Analysis and Recognition, Aug. 1997.
Patra, "Nonlinear Channel Equalization for QAM Signal Constellation Using Artificial Neural Networks", IEEE Transaction on System, Man, and Cybernetics, Apr. 1999.
Herries et al, "Characterisation of Agricultural Land. Using Signal Processing and Cognitive Learning Techniques", IEEE International Geoscience and Remote Sensing, Aug. 1997.

LandOfFree

Say what you really think

Search LandOfFree.com for the USA inventors and patents. Rate them and share your experience with other people.

Rating

Pattern classifier with training system and methods of operation does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Pattern classifier with training system and methods of operation, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Pattern classifier with training system and methods of operation will most certainly appreciate the feedback.

Rate now

     

Profile ID: LFUS-PAI-O-2263372

  Search
All data on this website is collected from public sources. Our data reflects the most accurate information available at the time of publication.