U.S. patents available from 1976 to present.
U.S. patent applications available from 2005 to present.

Predictive self-organizing neural network

Patent 5214715 Issued on May 25, 1993. Estimated Expiration Date: Icon_subject January 31, 2011. Estimated Expiration Date is calculated based on simple USPTO term provisions. It does not account for terminal disclaimers, term adjustments, failure to pay maintenance fees, or other factors which might affect the term of a patent.

Patent References

Parallel, multi-unit, adaptive, nonlinear pattern class separator and identifier
Patent #: 5054093
Issued on: 10/01/1991
Inventor: Cooper, et al.

Neural network apparatus and method for pattern recognition
Patent #: 5058180
Issued on: 10/15/1991
Inventor: Khan

Pattern recognition apparatus using a neural network system
Patent #: 5060278
Issued on: 10/22/1991
Inventor: Fukumizu

Plural neural network system having a successive approximation learning method Patent #: 5095443
Issued on: 03/10/1992
Inventor: Watanabe

Inventors

Assignee

Application

No. 648653 filed on 01/31/1991

US Classes:

382/157, Network learning techniques (e.g., back propagation)382/159, Trainable classifiers or pattern recognizers (e.g., adaline, perceptron)706/20, Classification or recognition706/25, Learning method706/27Architecture

Examiners

Primary: Boudreau, Leo H.
Assistant: Cammarata, Michael

Attorney, Agent or Firm

Foreign Patent References

  • 86/02553 WO 11/13/1986
  • 91/00261 WO 01/13/1991

International Class

G06K 009/62

Abstract

An A pattern recognition subsystem responds to an A feature representation input to select A-category-representation and predict a B-category-representation and its associated B feature representation input. During learning trials, a predicted B-category-representation is compared to that obtained through a B pattern recognition subsystem. With mismatch, a vigilance parameter of the A-pattern-recognition subsystem is increased to cause reset of the first-category-representation selection. Inputs to the pattern recognition subsystems may be preprocessed to complement code the inputs.

Other References

  • Ryan, "The Resonance Correlation Network", IEEE Int'l Conf. on Neural Nets Jul. 1988
  • "Art 3: Hierarchical Search Using Chemical Transmitters in Self-Organizing Pattern Recognition Architectures," Gail A. Carpenter et al., Neural Networks, in press, Mar. 1990
  • Gail A. Carpenter, "Neural Network Models for Pattern Recognition and Associative Memory," Neural Networks, vol. 2, No. 4, 1989, New York, pp. 243-25
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