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
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著者
書誌事項
- タイトル
-
Studies on neural network associative memories based on distributed representation
- タイトル別名
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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
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黄, 炯韜
- 著者別名
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コウ, ケイトウ
- 学位授与大学
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慶応義塾大学
- 取得学位
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博士 (工学)
- 学位授与番号
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甲第1805号
- 学位授与年月日
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2000-03-23
注記・抄録
博士論文
目次
- 論文目録 / (0001.jp2)
- Contents / p4 (0008.jp2)
- Abstract / p1 (0005.jp2)
- Acknowledgments / p3 (0007.jp2)
- List of Figures / p7 (0011.jp2)
- List of Tables / p10 (0014.jp2)
- 1 Introduction / p1 (0015.jp2)
- 1.1 History of Neural Networks / p1 (0015.jp2)
- 1.2 History of Information Representations / p3 (0017.jp2)
- 1.3 History of Associative Memories / p3 (0017.jp2)
- 1.4 Purpose of this Dissertation / p5 (0019.jp2)
- 1.5 Summary of this Dissertation / p7 (0021.jp2)
- 2 Technical Background / p10 (0024.jp2)
- 2.1 Neural Networks / p10 (0024.jp2)
- 2.2 Information Representation on Neural Networks / p14 (0028.jp2)
- 2.3 Neural Network Associative Memories / p16 (0030.jp2)
- 2.4 Summary / p23 (0037.jp2)
- 3 Multi-Winners Self-organizing Neural Network / p24 (0038.jp2)
- 3.1 Introduction / p24 (0038.jp2)
- 3.2 Winner-Take-All Competitive Network / p25 (0039.jp2)
- 3.3 Multi-Winner Self-Organizing Neural Network / p26 (0040.jp2)
- 3.4 Computer Simulations / p32 (0046.jp2)
- 3.5 Conclusions / p44 (0058.jp2)
- 4 Multi-Winner Associative Memory / p45 (0059.jp2)
- 4.1 Introduction / p45 (0059.jp2)
- 4.2 Quick Learning Algorithm for BAM / p46 (0060.jp2)
- 4.3 Multi-Winner Associative Memory / p49 (0063.jp2)
- 4.4 Computer Simulations / p51 (0065.jp2)
- 4.5 Conclusions / p58 (0072.jp2)
- 5 Episodic Multi-Winner Associative Memory / p59 (0073.jp2)
- 5.1 Introduction / p59 (0073.jp2)
- 5.2 Episodic Associative Memories / p60 (0074.jp2)
- 5.3 Episodic Multi-Winner Associative Memory / p63 (0077.jp2)
- 5.4 Computer Simulations / p65 (0079.jp2)
- 5.5 Conclusions / p70 (0084.jp2)
- 6 Combined Multi-Winner Associative Memory / p71 (0085.jp2)
- 6.1 Introduction / p71 (0085.jp2)
- 6.2 Combined Multi-Winner Associative Memory / p72 (0086.jp2)
- 6.3 Computer Simulations / p75 (0089.jp2)
- 6.4 Conclusions / p81 (0095.jp2)
- 7 Combined Multi-Winner MAM / p82 (0096.jp2)
- 7.1 Introduction / p82 (0096.jp2)
- 7.2 Multidirectional Associative Memory / p83 (0097.jp2)
- 7.3 Combined Multi-Winner Multidirectional Associative Memory / p84 (0098.jp2)
- 7.4 Computer Simulations / p89 (0103.jp2)
- 7.5 Conclusions / p99 (0113.jp2)
- 8 Conclusions / p100 (0114.jp2)
- Bibliography / p103 (0117.jp2)
- List of Publications / p110 (0124.jp2)
- A Details of the WTA Competitive Network / p112 (0126.jp2)
- B Details of the MWSONN / p115 (0129.jp2)
- C Derivation for Learning Algorithm of the MWSONN / p121 (0135.jp2)
- D Additional Simulations for Multi-Winner Competition / p123 (0137.jp2)
- E Additional Simulations for the MWSONN / p128 (0142.jp2)