$\require{mediawiki-texvc}$
  • 검색어에 아래의 연산자를 사용하시면 더 정확한 검색결과를 얻을 수 있습니다.
  • 검색연산자
검색연산자 기능 검색시 예
() 우선순위가 가장 높은 연산자 예1) (나노 (기계 | machine))
공백 두 개의 검색어(식)을 모두 포함하고 있는 문서 검색 예1) (나노 기계)
예2) 나노 장영실
| 두 개의 검색어(식) 중 하나 이상 포함하고 있는 문서 검색 예1) (줄기세포 | 면역)
예2) 줄기세포 | 장영실
! NOT 이후에 있는 검색어가 포함된 문서는 제외 예1) (황금 !백금)
예2) !image
* 검색어의 *란에 0개 이상의 임의의 문자가 포함된 문서 검색 예) semi*
"" 따옴표 내의 구문과 완전히 일치하는 문서만 검색 예) "Transform and Quantization"

과학기술 지식인프라 ScienceON

상세검색 다국어 입력
도움말도움말

특허 상세정보

MyON담기
내보내기

Method and apparatus for input classification using a neural network

국가/구분 United States(US) Patent 등록
국제특허분류(IPC7판) G06F-015/18   
미국특허분류(USC) 706/025 ; 706/020 ; 382/156
출원번호 US-0881133 (1997-06-24)
발명자 / 주소
출원인 / 주소
대리인 / 주소
    Schnader Harrison Segal & Lewis LLP
인용정보 피인용 횟수 : 5  인용 특허 : 47
초록

The present invention is a classification method and apparatus for classifying an input into one of a plurality of possible outputs. The invention is also a method and apparatus for adjusting a neuron encompassing a plurality of feature vectors. The invention characterizes the spatial distribution of the feature vectors. The invention then spatially adjusts the neuron in accordance with that characterization.

대표
청구항

[ What is claimed is:] [1.] A method for refining a neuron to efficiently encompass a plurality of feature vectors, wherein feature vectors are neither added to nor removed from said neuron, including the steps of:(a) characterizing the spatial distribution of said feature vectors; and(b) spatially adjusting said neuron in accordance with the characterization of step (a).

이 특허에 인용된 특허 (47)

  1. Pomerleau Dean A. (Pittsburgh PA). A trainable security system emthod for the same. USP1992025091780.
  2. McCormack Michael D. (Plano TX) Rock Alan D. (Knoxville TN). Adaptive network for automated first break picking of seismic refraction events and method of operating the same. USP1993015181171.
  3. Castelaz Patrick F. (Yorba Linda CA). Adaptive network for in-band signal separation. USP1992095150323.
  4. Baji Toru (Burlingame CA) Noguchi Kouki (Kokubunji CA JPX) Nakagawa Tetsuya (Millbrae CA) Tonomura Motonobu (Kodaira JPX) Akimoto Hajime (Mobara JPX) Masuhara Toshiaki (Tokyo JPX). Apparatus including a pair of neural networks having disparate functions cooperating to perform instruction recognition. USP1995065426745.
  5. Sirat Jacques-Ariel (Limeil-Brevannes FRX) Nadal Jean-Pierre (Gentilly FRX). Classification method implemented in a layered neural network for multiclass classification and layered neural network. USP1993065220618.
  6. Sirat Jacques-Ariel (Limeil-Brevannes FRX) Nadal Jean-Pierre (Gentilly FRX). Classification procedure implemented in a hierarchical neural network, and hierarchical neural network. USP1993065218646.
  7. Filkin David L. (Wilmington DE). Distributed parallel processing network wherein the connection weights are generated using stiff differential equations. USP1991095046020.
  8. Tanaka Masato (Kanagawa JPX). Fuzzy data processing method and data smoothing filter. USP1995035398303.
  9. Guha Aloke (Minneapolis MN) Harp Steven A. (St. Paul MN) Samad Tariq (Minneapolis MN). Genetic algorithm synthesis of neural networks. USP1992085140530.
  10. Denker John S. (Leonardo NJ) Howard Richard E. (Highland Park NJ) Jackel Lawrence D. (Holmdel NJ) LeCun Yann (Middletown NJ). Hierarchical constrained automatic learning neural network for character recognition. USP1991095067164.
  11. Carpenter Gail A. (Newton MA) Grossberg Stephen (Newton MA). Hierarchical pattern recognition system with variable selection weights. USP1994055311601.
  12. Cooper Leon N. (Providence RI) Elbaum Charles (Providence RI). Information processing system. USP1976043950733.
  13. Cooper Leon N. (Providence RI) Elbaum Charles (Providence RI). Information processing system. USP1977084044243.
  14. Takenaga Hiroshi (Ibaraki JPX) Okuyama Yoshiyuki (Hitachi JPX) Takatoo Masao (Katsuta JPX) Asada Kazuyoshi (Hitachi JPX) Tanaka Norio (Hitachi JPX) Kitamura Tadaaki (Hitachi JPX) Kikuchi Kuniyuki (Hi. Information processing system using neural network learning function. USP1992025086479.
  15. Colley Robert W. (Menlo Park CA) Bhaskaran Parvathy (Mesa AZ) Filipski Alan (Tempe AZ) Flandrena Robert (Tempe AZ) Krolik Tad (Phoenix AZ) Janney Mark (Tempe AZ) Ruggiero Steven (Chandler AZ). Integrated method and apparatus for character and symbol recognition. USP1993105251268.
  16. Kamiya Shin (Nara JPX). Learning method of neural network. USP1994035293454.
  17. Masuoka Ryusuke (Tokyo JPX) Watanabe Nobuo (Zama JPX) Kimoto Takashi (Yokohama JPX) Kawamura Akira (Kawasaki JPX) Asakawa Kazuo (Kawasaki JPX) Tanahashi Jun\ichi (Yamato JPX). Learning system for a data processing apparatus. USP1994035297237.
  18. Schweizer Philipp F. (Monroeville PA) Petlevich ; Jr. Walter J. (Uniontown PA). Method and apparatus for automatically identifying targets in sonar images. USP1993055214744.
  19. Goldberg Victor (Mendota Heights MN). Method and apparatus for diagnosis of breast tumors. USP1993115260871.
  20. Moed Michael C. (Ridgefield CT). Method and apparatus for hierarchical input classification using a neural network. USP1997065638491.
  21. Moed Michael C. (Norwalk CT). Method and apparatus for input classification using a neuron-based voting scheme. USP1995095452399.
  22. Kramer Mark A. (Winchester MA) Leonard James A. (Cambridge MA) Ungar Lyle H. (Philadelphia PA). Method and apparatus for pattern mapping system with self-reliability check. USP1994085335291.
  23. Baker Phillip D. (Salt Lake City UT) Orr Joseph A. (Salt Lake City UT) Westenskow Dwayne R. (Salt Lake City UT) Egbert Timothy P. (Salt Lake City UT). Method for determining blood pressure utilizing a neural network. USP1994085339818.
  24. McCormack Michael D. (Plano TX). Method for the automated editing of seismic traces using an adaptive network. USP1993115265192.
  25. Ogata Hisao (Kokubunji JPX) Sakou Hiroshi (Shiki JPX) Abe Masahiro (Iruma JPX) Higashino Junichi (Kodaira JPX). Method of and system for controlling learning in neural network. USP1994055313559.
  26. Penz Perry A. (Richardson TX) Gately Michael T. (Richardson TX). Neural network and system. USP1990094954963.
  27. Khan Emdadur R. (San Jose CA). Neural network apparatus and method for pattern recognition. USP1991105058180.
  28. Hartstein Allan M. (Chappaqua NY) Koch Roger H. (Amawalk NY). Neural network having an associative memory that learns by example. USP1991045010512.
  29. Seligson Daniel (Palo Alto CA). Neural network incorporating difference neurons. USP1994105359700.
  30. Suzuoka Takashi (Tokyo JPX). Neural network processing apparatus for identifying an unknown image pattern as one of a plurality of instruction image. USP1993095245697.
  31. Refregier Philippe (Palaiseau FRX) Vallet Francois (Montigny Le Bretonneux FRX). Neural system of classification and classification method using such a system. USP1992125175796.
  32. Guez Ygal G. (Philadelphia PA) Stafford Richard G. (Chadds Ford PA). Object recognition system employing a sparse comparison neural network. USP1994035293456.
  33. Cooper Leon N. (49 Intervale Rd. Providence RI 02906) Elbaum Charles (85 Lorraine Ave. Providence RI 02906) Reilly Douglas L. (69 E. Manning St. Providence RI 02906) Scofield Christopher L. (478 Morr. Parallel, multi-unit, adaptive, nonlinear pattern class separator and identifier. USP1991105054093.
  34. Weingard Fred S. (Fairfax VA). Pattern categoritzation system having self-organizing analog fields. USP1996025493688.
  35. Sato Masaaki (Kawasaki JPX) Naka Motohiko (Kawasaki JPX) Shida Takehiko (Yokohama JPX) Yoshida Kunio (Kawasaki JPX) Saitoh Mie (Kawasaki JPX) Akamine Ikuo (Kusatsu JPX) Shimizu Makoto (Kyoto JPX) Fuj. Pattern classification system. USP1994085337371.
  36. Roy Asim (Tempe AZ). Pattern classification using linear programming. USP1994035299284.
  37. Fukumizu Kenji (Yokohama JPX). Pattern recognition apparatus using a neural network system. USP1991105060278.
  38. Martin Gale L. (Austin TX) Pittman James A. (Austin TX) Rashid Mosfeq (Austin TX). Pattern recognition neural network with saccade-like operation. USP1996035500905.
  39. Carpenter Gail A. (Newton Highlands MA) Grossberg Stephen (Newton Highlands MA) Reynolds John W. (Brookline MA). Predictive self-organizing neural network. USP1993055214715.
  40. Denenberg Jeffrey N. (Trumbull CT). Probabilistic learning system. USP1986074599693.
  41. Manukian Narbik (Glendale CA) Wilensky Gregg D. (Venice CA). Rapidly converging projective neural network. USP1994015276771.
  42. Ueda Toru (Nara JPX) Ishizuka Yasushi (Yamatokoriyama JPX) Togawa Fumio (Nara JPX). Recognizing apparatus. USP1992065119438.
  43. Cooper Leon N. (Providence RI) Elbaum Charles (Providence RI) Reilly Douglas L. (Providence RI). Self organizing general pattern class separator and identifier. USP1982044326259.
  44. Ishizuka Yasushi (Yamatokoriyama JPX) Togawa Fumio (Nara JPX) Ueda Toru (Nara JPX). Self-extending neural-network. USP1991075033006.
  45. Yoda Fumio (Hillsboro OR). Self-organizing neural network for pattern classification. USP1995125479575.
  46. Yoda Fumio (Hillsboro OR). Self-organizing pattern classification neural network system. USP1993085239594.
  47. Krogmann Uwe K. (berlingen DEX). Signal processing unit for classifying objects on the basis of signals from sensors. USP1993095247584.

이 특허를 인용한 특허 피인용횟수: 5

  1. Heckerman, David E.; Chickering, D. Maxwell; Platt, John C.; Meek, Christopher A.; Thiesson, Bo. Goal-oriented clustering. USP2004026694301.
  2. Haws, David C.; Parida, Laxmi P.. Lossless compression of the enumeration space of founder line crosses. USP2015059041566.
  3. Howard,Gary; Barson,Paul Colin; Field,Simon; Hobson,Philip W.. Method and apparatus for interpreting information. USP2007097275047.
  4. Ayala,Francisco J.. Method, system and computer program for developing cortical algorithms. USP2009027493295.
  5. Ayala,Francisco J.. System and method for developing artificial intelligence. USP2006117139740.

IPC 상위 출원인