Studies on neural network associative memories based on distributed representation 分散表現に基づくニューラルネットワーク連想メモリに関する研究

この論文をさがす

著者

    • 黄, 炯韜 コウ, ケイトウ

書誌事項

タイトル

Studies on neural network associative memories based on distributed representation

タイトル別名

分散表現に基づくニューラルネットワーク連想メモリに関する研究

著者名

黄, 炯韜

著者別名

コウ, ケイトウ

学位授与大学

慶応義塾大学

取得学位

博士 (工学)

学位授与番号

甲第1805号

学位授与年月日

2000-03-23

注記・抄録

博士論文

目次

  1. 論文目録 / (0001.jp2)
  2. Contents / p4 (0008.jp2)
  3. Abstract / p1 (0005.jp2)
  4. Acknowledgments / p3 (0007.jp2)
  5. List of Figures / p7 (0011.jp2)
  6. List of Tables / p10 (0014.jp2)
  7. 1 Introduction / p1 (0015.jp2)
  8. 1.1 History of Neural Networks / p1 (0015.jp2)
  9. 1.2 History of Information Representations / p3 (0017.jp2)
  10. 1.3 History of Associative Memories / p3 (0017.jp2)
  11. 1.4 Purpose of this Dissertation / p5 (0019.jp2)
  12. 1.5 Summary of this Dissertation / p7 (0021.jp2)
  13. 2 Technical Background / p10 (0024.jp2)
  14. 2.1 Neural Networks / p10 (0024.jp2)
  15. 2.2 Information Representation on Neural Networks / p14 (0028.jp2)
  16. 2.3 Neural Network Associative Memories / p16 (0030.jp2)
  17. 2.4 Summary / p23 (0037.jp2)
  18. 3 Multi-Winners Self-organizing Neural Network / p24 (0038.jp2)
  19. 3.1 Introduction / p24 (0038.jp2)
  20. 3.2 Winner-Take-All Competitive Network / p25 (0039.jp2)
  21. 3.3 Multi-Winner Self-Organizing Neural Network / p26 (0040.jp2)
  22. 3.4 Computer Simulations / p32 (0046.jp2)
  23. 3.5 Conclusions / p44 (0058.jp2)
  24. 4 Multi-Winner Associative Memory / p45 (0059.jp2)
  25. 4.1 Introduction / p45 (0059.jp2)
  26. 4.2 Quick Learning Algorithm for BAM / p46 (0060.jp2)
  27. 4.3 Multi-Winner Associative Memory / p49 (0063.jp2)
  28. 4.4 Computer Simulations / p51 (0065.jp2)
  29. 4.5 Conclusions / p58 (0072.jp2)
  30. 5 Episodic Multi-Winner Associative Memory / p59 (0073.jp2)
  31. 5.1 Introduction / p59 (0073.jp2)
  32. 5.2 Episodic Associative Memories / p60 (0074.jp2)
  33. 5.3 Episodic Multi-Winner Associative Memory / p63 (0077.jp2)
  34. 5.4 Computer Simulations / p65 (0079.jp2)
  35. 5.5 Conclusions / p70 (0084.jp2)
  36. 6 Combined Multi-Winner Associative Memory / p71 (0085.jp2)
  37. 6.1 Introduction / p71 (0085.jp2)
  38. 6.2 Combined Multi-Winner Associative Memory / p72 (0086.jp2)
  39. 6.3 Computer Simulations / p75 (0089.jp2)
  40. 6.4 Conclusions / p81 (0095.jp2)
  41. 7 Combined Multi-Winner MAM / p82 (0096.jp2)
  42. 7.1 Introduction / p82 (0096.jp2)
  43. 7.2 Multidirectional Associative Memory / p83 (0097.jp2)
  44. 7.3 Combined Multi-Winner Multidirectional Associative Memory / p84 (0098.jp2)
  45. 7.4 Computer Simulations / p89 (0103.jp2)
  46. 7.5 Conclusions / p99 (0113.jp2)
  47. 8 Conclusions / p100 (0114.jp2)
  48. Bibliography / p103 (0117.jp2)
  49. List of Publications / p110 (0124.jp2)
  50. A Details of the WTA Competitive Network / p112 (0126.jp2)
  51. B Details of the MWSONN / p115 (0129.jp2)
  52. C Derivation for Learning Algorithm of the MWSONN / p121 (0135.jp2)
  53. D Additional Simulations for Multi-Winner Competition / p123 (0137.jp2)
  54. E Additional Simulations for the MWSONN / p128 (0142.jp2)
1アクセス

各種コード

  • NII論文ID(NAID)
    500000186554
  • NII著者ID(NRID)
    • 8000000186837
  • DOI(NDL)
  • NDL書誌ID
    • 000000350868
  • データ提供元
    • NDL ONLINE
    • NDLデジタルコレクション
ページトップへ