1
1

Delete article

Deleted articles cannot be recovered.

Draft of this article would be also deleted.

Are you sure you want to delete this article?

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/

3

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/

Aarao Reis, F. D. A., de Queiroz, S. L. A., and dos Santos, R. R. (1999). Physical Review B, 60, 6740-8.
Aarts, E. and Forst, J. (1989). Simulated annealing and Boltzmann machines. Wiley, Chichester.
Abe, S. and Okamoto, Y. (eds) (2001). Nonextensive statistical mechanics and its applications, Lecture Notes in Physics. Springer, New York.
Abu-Mostafa, Y. S. (1989). Neural Computation, 1, 312-17.
Amari, S. (1997). In Theoretical aspects of neural computation (ed. K. Y. M. Wong, I. King, and D.-y. Yeung), pp. 1-15. Springer, Singapore.
Amari, S. and Maginu, K. (1988). Neural Networks, 1, 63-73. Amit, D. J. (1989). Modeling brain function. Cambridge University Press. Amit, D. J., Gutfreund, H., and Sompolinsky, H. (1985). Physical Review A, 32, 1007-18.
Amit, D. J., Gutfreund, H., and Sompolinsky, H. (1987). Annals of Physics, 173, 30-67
Arazi, B. (1988). A commonsense approach to the theory of error-correcting codes. MIT Press, Cambridge, Massachusetts.
Ash, R. (1990). information theory. Dover, New York.
Aspvall, B., Plass, M. F., and Tarjan, R.. E. (1979). Information Processing Letters, 8, 121-3.
Barber, D. and Soilia, P. (1998). In On-line learning in neural networks (ed. D. Saad), pp. 279-302. Cambridge University Press.
Barkai, N., Seung, H. S., and Sompolinsky, H. (1995.) Physical Review Letters, 75, 1415-18.
Besag, J. (1986). Journal of the Royal Statistical Society B, 48, 259-302.
Biehl, M. and Riegler, P. (1994). Europhysics Letters, 28, 525-30.
Biehl, M., Riegler, P., and Stechert, M. (1995). Physical Review E, 52, 4624-7.
Bilbro, G. L., Snyder, W. E., Garnier, S. J., and Gault, J. W. (1992). IEEE Transactions on Neural Networks, 3, 131-8.
Binder, K. and Young, IA. P. (1986). Reviews of Modern Physics, 58, 801-976.
Bishop, C. M. (1995). Neural networks for pattern recognition. Oxford University Press.
Chellappa, R. and Jain, A. (eds) (1993). Markov random fields: theory and applications. Academic Press, New York.
Cho, S. and Fisher, M. P. A. (1997). Physical Review B, 55, 1025-31.
Clark, Jr, C. C. and Cain, J. B. (1981). Error-correction coding for digital communications. Plenum, New York.
Coolen, A. C. C. (2001). In Handbook of brain theory and neural networks 2nd edn. (ed. M. A. Arbib). MIT Press, Cambridge, Massachusetts. (In press); In Handbook of biological physics IV (ed. F. Moss and S. Gielen). Elsevier, Amsterdam. (In press).
Coolen, A. C. C. and Ruijgrok, Th. W. (1988). Physical Review A, 38, 4253-5. Coolen, A. C. C. and Saad, D. (2000). Physical Review E, 62, 5444-87.
Coolen, A. C. C. and Sherrington, D. (1994). Physical Review E, 49, 1921-34 and 5906-6.
Coolen, A. C. C. and Sherrington, D. (2001). Statistical physics of neural net-works. Cambridge University Press. (In press).
de Almeida, J. R. L. and Thouless, a J. (1978). Journal of Physics A, 11, 983-990.
Derin, H., Elliott, H., Cristi, H. R., and Geman, D. (1984). IEEE Transactions on Pattern Analysis and Machine Intelligence, 6, 707-20.
Derrida, B. (1981). Physical Review B, 24, 2613-26. Domany, E., van Hemmen, J. L., and Schulten, K. (eds). (1991). Models of neural networks. Springer, Berlin.
Domany, E., van Hemmen, J. L., and Schulten, K. (eds). (1995). Models of neural networks III. Springer, New York.
Dotsenko, V. (2001). Introduction to the replica theory of disordered statistical systems. Cambridge University Press.
Duplantier, B. (1981). Journal of Physics A, 14, 283-5.
Edwards, S. F. and Anderson, P. W. (1975). Journal of Physics F, 5, 965-74.
Ferreira, F. F. and Fontanari, J. F. (1998). Journal of Physics A, 31, 3417-28.
Fischer, K. H. and Hertz, J. (1991). Spin glasses. Cambridge University Press.
Fontanari, J. F. (1995). Journal of Physics A, 28, 4751-9.
Fontanari, J. F. and K8berle, R.. (1987). Physical Review A, 36, 2475-7.
Fu, Y. and Anderson, P. W. (1986). Journal of Physics A, 19, 1605-20.
Gardner, E. (1985). Nuclear Physics B, 257 [FS14], 747-65.
Gardner, E. (1987). Europhysics Letters, 4, 481-5.
Gardner, E. (1988). Journal of Physics A, 21, 257-70.
Gardner, E. Derrida, B., and Mottishaw, P. (1987). Journal de Physique, 48, 741-55.
Garey, M. R. and Johnson, D. S. (1979). Computers and intractability: a guide to the theory of NP-completeness. Freeman, San Francisco.
Geiger, D. and Girosi, F. (1991). IEEE Transactions on Pattern Analysis and Machine Intelligence, 13, 401-12.
Geman, S. and Geman, D. (1984). IEEE Transactions on Pattern, Analysis and Machine Intelligence, 6, 721-41.
Gent, I. P. and Walsh, T. (1996). In Proceedings of the 12th European conference on artificial intelligence (ed. W. Wahlster), pp. 170-4. Wiley, New York.

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/

一覧

物理記事 上位100
https://qiita.com/kaizen_nagoya/items/66e90fe31fbe3facc6ff

量子(0) 計算機, 量子力学
https://qiita.com/kaizen_nagoya/items/1cd954cb0eed92879fd4

数学関連記事100
https://qiita.com/kaizen_nagoya/items/d8dadb49a6397e854c6d

言語・文学記事 100
https://qiita.com/kaizen_nagoya/items/42d58d5ef7fb53c407d6

医工連携関連記事一覧
https://qiita.com/kaizen_nagoya/items/6ab51c12ba51bc260a82

自動車 記事 100
https://qiita.com/kaizen_nagoya/items/f7f0b9ab36569ad409c5

通信記事100
https://qiita.com/kaizen_nagoya/items/1d67de5e1cd207b05ef7

日本語(0)一欄
https://qiita.com/kaizen_nagoya/items/7498dcfa3a9ba7fd1e68

英語(0) 一覧
https://qiita.com/kaizen_nagoya/items/680e3f5cbf9430486c7d

転職(0)一覧
https://qiita.com/kaizen_nagoya/items/f77520d378d33451d6fe

仮説(0)一覧(目標100現在40)
https://qiita.com/kaizen_nagoya/items/f000506fe1837b3590df

Qiita(0)Qiita関連記事一覧(自分)
https://qiita.com/kaizen_nagoya/items/58db5fbf036b28e9dfa6

鉄道(0)鉄道のシステム考察はてっちゃんがてつだってくれる
https://qiita.com/kaizen_nagoya/items/26bda595f341a27901a0

安全(0)安全工学シンポジウムに向けて: 21
https://qiita.com/kaizen_nagoya/items/c5d78f3def8195cb2409

一覧の一覧( The directory of directories of mine.) Qiita(100)
https://qiita.com/kaizen_nagoya/items/7eb0e006543886138f39

Ethernet 記事一覧 Ethernet(0)
https://qiita.com/kaizen_nagoya/items/88d35e99f74aefc98794

Wireshark 一覧 wireshark(0)、Ethernet(48)
https://qiita.com/kaizen_nagoya/items/fbed841f61875c4731d0

線網(Wi-Fi)空中線(antenna)(0) 記事一覧(118/300目標)
https://qiita.com/kaizen_nagoya/items/5e5464ac2b24bd4cd001

OSEK OS設計の基礎 OSEK(100)
https://qiita.com/kaizen_nagoya/items/7528a22a14242d2d58a3

Error一覧 error(0)
https://qiita.com/kaizen_nagoya/items/48b6cbc8d68eae2c42b8

プログラマによる、プログラマのための、統計(0)と確率のプログラミングとその後
https://qiita.com/kaizen_nagoya/items/6e9897eb641268766909

官公庁・学校・公的団体(NPOを含む)システムの課題、官(0)
https://qiita.com/kaizen_nagoya/items/04ee6eaf7ec13d3af4c3

「はじめての」シリーズ  ベクタージャパン 
https://qiita.com/kaizen_nagoya/items/2e41634f6e21a3cf74eb

AUTOSAR(0)Qiita記事一覧, OSEK(75)
https://qiita.com/kaizen_nagoya/items/89c07961b59a8754c869

プログラマが知っていると良い「公序良俗」
https://qiita.com/kaizen_nagoya/items/9fe7c0dfac2fbd77a945

LaTeX(0) 一覧 
https://qiita.com/kaizen_nagoya/items/e3f7dafacab58c499792

自動制御、制御工学一覧(0)
https://qiita.com/kaizen_nagoya/items/7767a4e19a6ae1479e6b

Rust(0) 一覧 
https://qiita.com/kaizen_nagoya/items/5e8bb080ba6ca0281927

小川清最終講義、最終講義(再)計画, Ethernet(100) 英語(100) 安全(100)
https://qiita.com/kaizen_nagoya/items/e2df642e3951e35e6a53

<この記事は個人の過去の経験に基づく個人の感想です。現在所属する組織、業務とは関係がありません。>
This article is an individual impression based on the individual's experience. It has nothing to do with the organization or business to which I currently belong.

文書履歴(document history)

ver. 0.01 初稿 20190620 午後
ver. 0.02 10冊記載 20190620 夕
ver. 0.03 URL追記 20230214

最後までおよみいただきありがとうございました。

いいね 💚、フォローをお願いします。

Thank you very much for reading to the last sentence.

Please press the like icon 💚 and follow me for your happy life.

このエントリーをはてなブックマークに追加
https://b.hatena.ne.jp/guide/bbutton

1
1
0

Register as a new user and use Qiita more conveniently

  1. You get articles that match your needs
  2. You can efficiently read back useful information
  3. You can use dark theme
What you can do with signing up
1
1

Delete article

Deleted articles cannot be recovered.

Draft of this article would be also deleted.

Are you sure you want to delete this article?