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Method and system for training dynamic nonlinear adaptive filters which have embedded memory

IPC분류정보
국가/구분 United States(US) Patent 등록
국제특허분류(IPC7판)
  • G06F-015/18
출원번호 US-0201927 (1998-12-01)
발명자 / 주소
  • Matthew Rabinowitz
출원인 / 주소
  • The Board of Trustees of the Leland Stanford Junior University
대리인 / 주소
    Lumen Intellectual Property Services, Inc.
인용정보 피인용 횟수 : 36  인용 특허 : 10

초록

Described herein is a method and system for training nonlinear adaptive filters (or neural networks) which have embedded memory. Such memory can arise in a multi-layer finite impulse response (FIR) architecture, or an infinite impulse response (IIR) architecture. We focus on filter architectures wit

대표청구항

1. A method for training a dynamic nonlinear adaptive filter with embedded memory, the method comprising:a) propagating a training sequence through the dynamic nonlinear adaptive filter to obtain an output sequence, where the filter is represented by a filter architecture h and a set of filter param

이 특허에 인용된 특허 (10)

  1. Hanks D. Mitchel (Boise ID), Adaptive feedback system for controlling head/arm position in a disk drive.
  2. Engel Stephen J. ; Buckland Dennis, Adaptive filtering neural network classifier.
  3. Batten ; Jr. George W. (3646 Aberdeen Way Houston TX 77025), Artificial neurons using delta-sigma modulation.
  4. Jagannathan Sarangapani ; Lewis Frank, Discrete-time tuning of neural network controllers for nonlinear dynamical systems.
  5. Frerichs Donald K. (Shaker Heights OH) Kaya Azmi (Akron OH) Keyes ; IV Marion A. (Chagrin Falls OH), Method and procedure for neural control of dynamic processes.
  6. Schnitta Bonnie S. (29 Gann Rd. East Hampton NY 11927), Method for analyzing activity in a signal.
  7. Zortea Anthony (Plumsteadville PA), Neural network video image processor.
  8. White Stanley A. (Orange CA) Vitols Visvaldis A. (Anaheim CA), Nonlinear adaptive filter.
  9. Lo James Ting-Ho, Recursive neural filters.
  10. Genereux Ronald P. (Woonsocket RI), System and method of producing adaptive FIR digital filter with non-linear frequency resolution.

이 특허를 인용한 특허 (36)

  1. Mehr, John D.; Howell, Nathan D.; Rupersburg, Micah C., (More) advanced spam detection features.
  2. Erdogmus, Deniz; Principe, Jose Carlos; Rao, Yadunandana Nagaraja, Accurate linear parameter estimation with noisy inputs.
  3. Santillo, Mario A.; Bernstein, Dennis S., Adaptive control based on retrospective cost optimization.
  4. Calise, Anthony J.; Hovakimyan, Naira; Idan, Moshe, Adaptive control system having direct output feedback and related apparatuses and methods.
  5. Calise,Anthony J.; Hovakimyan,Naira; Idan,Moshe, Adaptive control system having direct output feedback and related apparatuses and methods.
  6. Levin, Jason; Ioannou, Petros, Adaptive notch filter.
  7. Batruni,Roy G., Analog to digital converter with distortion correction.
  8. Batruni,Roy G., Digital linearizing system.
  9. Batruni,Roy G., Digital linearizing system.
  10. Rounthwaite, Robert L.; Goodman, Joshua T.; Heckerman, David E.; Mehr, John D.; Howell, Nathan D.; Rupersburg, Micah C.; Slawson, Dean A., Feedback loop for spam prevention.
  11. Slavin, Keith R., Image resizing using short asymmetric FIR filters.
  12. Murphy, Elissa E.; Goodman, Joshua T; Hazeur, Derek M; Rounthwaite, Robert L; Hulten, Geoffrey J, Incremental anti-spam lookup and update service.
  13. Goodman, Joshua T.; Rounthwaite, Robert L.; Hulten, Geoffrey J.; Hazeur, Derek, Intelligent quarantining for spam prevention.
  14. Starbuck, Bryan T.; Rounthwaite, Robert L.; Heckerman, David E.; Goodman, Joshua T., Message rendering for identification of content features.
  15. Starbuck,Bryan T.; Rounthwaite,Robert L.; Heckerman,David E.; Goodman,Joshua T., Message rendering for identification of content features.
  16. Chalermkraivuth, Kete Charles; Chakraborty, Anindya; Clark, Michael Craig; Messmer, Richard Paul, Methods and systems for analytical-based multifactor Multiobjective portfolio risk optimization.
  17. Chalermkraivuth, Kete Charles; Kiaer, Carol Lynn; Bollapragada, Srinivas; Chakraborty, Anindya, Methods and systems for analytical-based multifactor multiobjective portfolio risk optimization.
  18. Bartuni, Roy G., Nonlinear filter.
  19. Batruni,Roy G., Nonlinear filter.
  20. Batruni,Roy G., Nonlinear filter.
  21. Goodman, Joshua T.; Rounthwaite, Robert L.; Gwozdz, Daniel; Mehr, John D.; Howell, Nathan D.; Rupersburg, Micah C.; Starbuck, Bryan T., Origination/destination features and lists for spam prevention.
  22. Goodman, Joshua T.; Rounthwaite, Robert L.; Gillum, Eliot C., Prevention of outgoing spam.
  23. Hulten, Geoffrey J; Seshadrinathan, Gopalakrishnan; Goodman, Joshua T.; Mishra, Manav; Pengelly, Robert C J; Rounthwaite, Robert L.; Colvin, Ryan C, Proofs to filter spam.
  24. Batruni,Roy G., Reduced complexity nonlinear filters for analog-to-digital converter linearization.
  25. Goodman, Joshua Theodore; Rounthwaite, Robert L., Spam detector with challenges.
  26. Hulten, Geoffrey J.; Goodman, Joshua T.; Rounthwaite, Robert L.; Mishra, Manav; Murphy, Elissa E.; Mehr, John D., Spam filtering with probabilistic secure hashes.
  27. Bocharov, Alexei V.; Goodman, Joshua T., Spam filtration utilizing sender activity data.
  28. Slavin,Keith R, Suppression of ringing artifacts during image resizing.
  29. Slavin,Keith R, Suppression of ringing artifacts during image resizing.
  30. Slavin,Keith R, Suppression of ringing artifacts during image resizing.
  31. Calise, Anthony J.; Madyastha, Venkatesh K., System, apparatus and methods for augmenting a filter with an adaptive element for tracking targets.
  32. Bonissone,Piero Patrone; Bollapragada,Srinivas; Chalermkraivuth,Kete Charles; Eklund,Neil Holger White; Iyer,Naresh Sundaram; Subbu,Rajesh Venkat, Systems and methods for efficient frontier supplementation in multi-objective portfolio analysis.
  33. Bollapragada, Srinivas; Bonissone, Piero Patrone; Chalermkraivuth, Kete Charles; Eklund, Neil Holger White; Iyer, Naresh Sundaram; Subbu, Rajesh Venkat, Systems and methods for initial sampling in multi-objective portfolio analysis.
  34. Bonissone, Piero Patrone; Bollapragada, Srinivas; Chalermkraivuth, Kete Charles; Eklund, Neil Holger White; Iyer, Naresh Sundaram; Subbu, Rajesh Venkat, Systems and methods for multi-objective portfolio analysis and decision-making using visualization techniques.
  35. Subbu, Rajesh Venkat; Bollapragada, Srinivas; Bonissone, Piero Patrone; Chalermkraivuth, Kete Charles; Eklund, Neil Holger White; Iyer, Naresh Sundaram, Systems and methods for multi-objective portfolio analysis using pareto sorting evolutionary algorithms.
  36. Chalermkraivuth, Kete Charles; Bollapragada, Srinivas; Bonissone, Piero Patrone; Clark, Michael Craig; Eklund, Neil Holger White; Iyer, Naresh Sundaram; Subbu, Rajesh Venkat, Systems and methods for multi-objective portfolio optimization.
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