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「スピングラスと連想記憶」参考文献一覧

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スピングラスと連想記憶, 西森秀稔, 岩波書店, 2003
5112666BW4L._SX323_BO1,204,203,200_.jpg

https://www.amazon.co.jp/dp/4000111566/

目次

第1章 統計力学

1.1 統計力学と情報
 画像修復、誤り訂正符号、組み合わせ最適化

1.4 イジング模型
 オンサーガ 2次元イジング模型の厳密解

第2章 スピングラス

RKKY(Ruderman Kittel Kasuya Yoshida)相互作用

第3章 連想記憶

第4章 統計力学による解析

参考文献

1

統計力学 (岩波基礎物理シリーズ 7)長岡洋介, 岩波書店, 1994
51kjtnMmNZL._SX353_BO1,204,203,200_.jpg
https://www.amazon.co.jp/dp/4000079271/

2

ニューラルネットワークの統計力学 (パリティ物理学コース クローズアップ) 西森秀稔, 丸善,1995
https://www.amazon.co.jp/dp/4621041061/

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スピングラス理論と情報統計力学, 西森秀稔, 岩波書店, 1999
41Rl1g3XFaL._SX351_BO1,204,203,200_.jpg
https://www.amazon.co.jp/dp/4007303657/

4

Statistical Physics of Spin Glasses and Information Processing: An Introduction (The International Series of Monographs on Physics) Hidetoshi Nishimori, oxford university press, 2001
https://www.amazon.com/gp/product/B010EW3BZ4/

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5

ニューラルネットワークの物理モデル, Tamas Geszti, 吉岡書店, 1992
41Oov32UY9L._SX350_BO1,204,203,200_.jpg
https://www.amazon.co.jp/dp/4842702419/

6

John A. Hertz, Anders S. Krogh, R. G. Palmer,
Introduction to the Theory of Neural Computation
41VjS1U21sL._SX331_BO1,204,203,200_.jpg
https://www.amazon.co.jp/dp/0201515601/

7

情報の統計力学,篠本滋, 丸善, 1992
41XTLsiRxBL._SY373_BO1,204,203,200_.jpg
https://www.amazon.co.jp/dp/4621037269/

8

大学院情報理工学〈2〉情報数理物理, 堀口 剛, 佐野 雅己, 講談社, 2000
21TBKJZZNZL._BO1,204,203,200_.jpg
https://www.amazon.co.jp/dp/4061538128/

9

岩波講座物理の世界 物理と情報〈2〉学習と情報の平均場理論, 樺島 祥介, 岩波書店, 2002
41ZlGLfM+XL._SX339_BO1,204,203,200_.jpg
https://www.amazon.co.jp/dp/4000111574/

10

統計物理とヘイズ統計(未刊)。本書が出た半年後に、下記標題で出版済

岩波講座 物理の世界 物理と情報〈3〉ベイズ統計と統計物理, 伊庭 幸人, 岩波書店, 2003
4122PI+B8cL._SX342_BO1,204,203,200_.jpg

https://www.amazon.co.jp/dp/4000111582/

文書履歴(document history)

ver. 0.01 初稿 20190620 午後
ver. 0.02 10冊記載 20190620 夕

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kaizen_nagoya
I'm a network designer.I work on TOPPERS SmallestSetProfile Kernel,MISRA-C, STARC RTL Design StyleGuide (Verilog-HDL),HAZOP,ISO/IEC15504(AutomotiveSPICE),ISO26262. I was an editor on ISO/IEC 15504.
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