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Exhaustive and systematic analyses on online learning of various models

Research Project

Project/Area Number 21500228
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionKansai University

Principal Investigator

MIYOSHI Seiji  関西大学, システム理工学部, 教授 (10270307)

Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2011: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2009: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords情報統計力学 / 統計的学習理論 / 統計力学 / 機械学習 / オンライン学習 / 汎化能力 / 汎化誤差
Research Abstract

We have analyzed the generalization ability of learning machines in the framework of online learning using statistical mechanical method. The exhaustive and systematic analyses have treated some models which are interesting from the viewpoint of temporal and spacious aspects and have effects on both the fundamental theory and applications.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (86 results)

All 2012 2011 2010 2009 Other

All Journal Article (28 results) (of which Peer Reviewed: 25 results) Presentation (54 results) Remarks (4 results)

  • [Journal Article] Statistical mechanics of on-line ensemble teacher learning through a novel perceptron learning rule2012

    • Author(s)
      Hara, K., Miyoshi, S.
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 81

    • NAID

      40019308845

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of on-line learning using correlated examples2011

    • Author(s)
      Nakao, K., Narukawa, Y., and Miyoshi, S
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: Vol.E94-D, No.10 Pages: 1941-1944

    • NAID

      10030193357

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of adaptive weight perturbation learning2011

    • Author(s)
      Miyoshi, R., Maeda, Y., and Miyoshi, S
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: Vol.E94-D, No.10 Pages: 1937-1940

    • NAID

      10030193342

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Image segmentation using region-based latent variables and belief propagation2011

    • Author(s)
      Hasegawa, R., Okada, M., and Miyoshi, S
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: Vol.80, No.9

    • NAID

      40018996905

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical-mechanics approach to the Filtered-X LMS algorithm2011

    • Author(s)
      Miyoshi, S. and Kajikawa, Y
    • Journal Title

      Electronics Letters

      Volume: Volume 47 Pages: 997-999

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 同時摂動を用いたPSOのFPGA実現2011

    • Author(s)
      山田貴博, 三好誠司, 肥川宏臣, 前田裕
    • Journal Title

      電気学会論文誌

      Volume: Vol.131, No.3 Pages: 682-688

    • NAID

      10027804638

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Image restoration and segmentation using region-based latent variables : Bayesian inference based on variational method2011

    • Author(s)
      Miyoshi, S. and Okada, M
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: Vol.80, No.1

    • NAID

      40017436324

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical-mechanics approach to the Filtered-X LMS algorithm2011

    • Author(s)
      Miyoshi, S., Kajikawa, Y.
    • Journal Title

      Electronics Letters

      Volume: 47 Issue: 17 Pages: 997-999

    • DOI

      10.1049/el.2011.1691

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image segmentation using region-based latent variables and belief propagation2011

    • Author(s)
      R. Hasegawa, M. Okada, S. Miyoshi
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 80(9) Issue: 9 Pages: 093802-093802

    • DOI

      10.1143/jpsj.80.093802

    • NAID

      40018996905

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of adaptive weight perturbation learning2011

    • Author(s)
      Miyoshi, R., Maeda, Y., Miyoshi, S.
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E94-D Pages: 1937-1940

    • NAID

      10030193342

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of on-line learning using correlated examples2011

    • Author(s)
      Nakao, K., Narukawa, Y., Miyoshi, S.
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E94-D Pages: 1941-1944

    • NAID

      10030193357

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image restoration and segmentation using region-based latent variables : Bayesian inference based on variational method2011

    • Author(s)
      Miyoshi,S., Okada,M.
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 80(1) Pages: 14802-14802

    • NAID

      40017436324

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 同時摂動を用いたPSOのFPGA実現2011

    • Author(s)
      山田貴博, 三好誠司, 肥川宏臣, 前田裕
    • Journal Title

      電気学会論文誌C

      Volume: 131(3) Pages: 682-688

    • NAID

      10027804638

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of distribution algorithm incorporating switching2010

    • Author(s)
      Tsuchie, K., Hanada, Y., and Miyoshi, S
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: Vol.E93-D, No.11 Pages: 3108-3111

    • NAID

      10027988666

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanical study of partial annealing of a neural network model2010

    • Author(s)
      Uezu, T., Abe, K., Miyoshi, S., and Okada, M
    • Journal Title

      Journal of Physics A : Mathematical and Theoretical

      Volume: Vol.43

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] (解説)画像領域分割の確率モデルと脳の視覚情報処理2010

    • Author(s)
      三好誠司, 岡田真人
    • Journal Title

      電子情報通信学会誌

      Volume: 93(9) Pages: 749-753

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of distribution algorithm incorporating switching2010

    • Author(s)
      Tsuchie,K., Hanada,Y, Miyoshi,S.
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E93-D(11) Pages: 3108-3111

    • NAID

      10027988666

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 領域ベースの隠れ変数と確率伝搬法を用いた画像領域分割2010

    • Author(s)
      長谷川亮太, 三好誠司, 岡田真人
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: IBISML2010 Pages: 91-97

    • NAID

      110008153966

    • Related Report
      2010 Annual Research Report
  • [Journal Article] 入力が相関を有するオンライン学習の統計力学2010

    • Author(s)
      中尾健人, 鳴川雄太, 三好誠司
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: IBISML2010 Pages: 239-244

    • NAID

      110008153986

    • Related Report
      2010 Annual Research Report
  • [Journal Article] 適応型荷重摂動学習の統計力学2010

    • Author(s)
      三好亮介, 前田裕, 三好誠司
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: IBISML2010 Pages: 245-250

    • NAID

      110008153987

    • Related Report
      2010 Annual Research Report
  • [Journal Article] Statistical mechanical study of partial annealing of a neural network model2010

    • Author(s)
      Uezu, T., Abe, K., Miyoshi, S., Okada, M.
    • Journal Title

      Journal of Physics A : Mathematical and Theoretical 43

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of on-line mutual learning with many linear perceptrons2009

    • Author(s)
      Hara, K., Nakayama, Y., Miyoshi, S., and Okada, M
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: Vol.78, No.11

    • NAID

      40016829621

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanical analysis of simultaneous perturbation learning2009

    • Author(s)
      Miyoshi, S., Hikawa, H., and Maeda, Y
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: Vol.E92-A, No.7 Pages: 1743-1746

    • NAID

      10026858562

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effect of slow switching of ensemble teachers in on-line learning2009

    • Author(s)
      Miyoshi, S. and Okada, M.
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: Vol.78, No.5

    • NAID

      10025960015

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effect of slow switching of ensemble teachers in on-line learning2009

    • Author(s)
      Miyoshi, S., Okada, M.
    • Journal Title

      Journal of the Physical Society of Japan 78

    • NAID

      10025960015

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanical analysis of simultaneous perturbation learning2009

    • Author(s)
      Miyoshi, S., Hikawa, H., Maeda, Y.
    • Journal Title

      IEICE transactions on Fundamentals of Electronics, Communications and Computer Sciences E92-A

      Pages: 1743-1746

    • NAID

      10026858562

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of on-line mutual learning with many linear perceptrons2009

    • Author(s)
      Hara, K., Nakayama, Y., Miyoshi, S., Okada, M.
    • Journal Title

      Journal of the Physical Society of Japan 78

    • NAID

      40016829621

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of on-line ensemble teacher learning through a novel perceptron learning rule

    • Author(s)
      Hara, K. and Miyoshi, S
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: (accepted)

    • NAID

      40019308845

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Presentation] 複層ベイズ超解像の大画像への適用2012

    • Author(s)
      木下俊貴, 岡田真人, 三好誠司
    • Organizer
      日本物理学会年次大会
    • Place of Presentation
      関西学院大学
    • Year and Date
      2012-03-27
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] スイッチング状態空間モデルと変分ベイズ法による画像の修復と領域分割2012

    • Author(s)
      長谷川亮太, 瀧山健, 岡田真人, 三好誠司
    • Organizer
      日本物理学会年次大会
    • Place of Presentation
      関西学院大学
    • Year and Date
      2012-03-27
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] CDMAのSCSNA2012

    • Author(s)
      加藤弘之, 岡田真人, 三好誠司
    • Organizer
      日本物理学会年次大会
    • Place of Presentation
      関西学院大学
    • Year and Date
      2012-03-27
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] 適応フィルタの統計力学II2012

    • Author(s)
      三好誠司, 梶川嘉延
    • Organizer
      日本物理学会年次大会
    • Place of Presentation
      関西学院大学
    • Year and Date
      2012-03-27
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] ノイズあり教師によるパーセプトロン学習の漸近解析2012

    • Author(s)
      半澤宏明, 池田和司, 三好誠司
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      岡山大学
    • Year and Date
      2012-03-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] 統計力学的手法によるFiltered-X LMSアルゴリズムの解析2011

    • Author(s)
      三好誠司, 梶川嘉延
    • Organizer
      信号処理シンポジウム
    • Place of Presentation
      札幌コンベンションセンター
    • Year and Date
      2011-11-18
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] スイッチング状態空間モデルと変分ベイズ法による画像の修復と分割2011

    • Author(s)
      長谷川亮太, 瀧山健, 岡田真人, 三好誠司
    • Organizer
      信号処理シンポジウム
    • Place of Presentation
      札幌コンベンションセンター
    • Year and Date
      2011-11-16
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] 統計力学的手法による適応信号処理の解析2011

    • Author(s)
      三好誠司, 梶川嘉延
    • Organizer
      14回情報論的学習理論ワークショップ,ディスカッショントラック
    • Place of Presentation
      奈良女子大学
    • Year and Date
      2011-11-10
    • Related Report
      2011 Final Research Report
  • [Presentation] MCMCを用いた画像の修復と領域分割2011

    • Author(s)
      萱野健太, 永田賢二, 岡田真人, 三好誠司
    • Organizer
      第14回情報論的学習理論ワークショップ,テクニカルトラック
    • Place of Presentation
      奈良女子大学
    • Year and Date
      2011-11-10
    • Related Report
      2011 Final Research Report
  • [Presentation] スイッチング状態空間モデルと変分ベイズ法を用いた画像の修復と領域分割2011

    • Author(s)
      長谷川亮太, 瀧山健, 岡田真人, 三好誠司
    • Organizer
      第14回情報論的学習理論ワークショップ
    • Place of Presentation
      奈良女子大学
    • Year and Date
      2011-11-10
    • Related Report
      2011 Annual Research Report
  • [Presentation] 変分ベイズ法とMCMCを用いた画像の修復と領域分割2011

    • Author(s)
      萱野健太, 永田賢二, 岡田真人, 三好誠司
    • Organizer
      第14回情報論的学習理論ワークショップ
    • Place of Presentation
      奈良女子大学
    • Year and Date
      2011-11-10
    • Related Report
      2011 Annual Research Report
  • [Presentation] 統計力学的手法による適応信号処理の解析2011

    • Author(s)
      三好誠司, 梶川嘉延
    • Organizer
      第14回情報論的学習理論ワークショップ
    • Place of Presentation
      奈良女子大学
    • Year and Date
      2011-11-10
    • Related Report
      2011 Annual Research Report
  • [Presentation] CDMAにおけるマルチユーザ検出のセルフコンシステントなS/N解析2011

    • Author(s)
      加藤弘之, 岡田真人, 三好誠司
    • Organizer
      第14回情報論的学習理論ワークショップ
    • Place of Presentation
      奈良女子大学
    • Year and Date
      2011-11-09
    • Related Report
      2011 Annual Research Report
  • [Presentation] 変分ベイズ法とマルコフ連鎖モンテカルロ法を用いた画像の修復と領域分割2011

    • Author(s)
      萱野健太, 永田賢二, 岡田真人, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      兵庫県立大学
    • Year and Date
      2011-10-30
    • Related Report
      2011 Annual Research Report
  • [Presentation] 隠れ変数を用いたベイズ超解像の高速化と性能評価2011

    • Author(s)
      木下俊貴, 岡田真人, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      兵庫県立大学
    • Year and Date
      2011-10-30
    • Related Report
      2011 Annual Research Report
  • [Presentation] 適応型荷重摂動学習の汎化能力に関する統計力学的解析(II)2011

    • Author(s)
      三好亮介, 前田裕, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      兵庫県立大学
    • Year and Date
      2011-10-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] 入力が相関を有するオンライン学習に関する統計力学的解析(II)2011

    • Author(s)
      中尾健人, 鳴川雄太, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      兵庫県立大学
    • Year and Date
      2011-10-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] スイッチング状態空間モデルと変分ベイズ法を用いた画像の修復と分割2011

    • Author(s)
      長谷川亮太, 瀧山健, 岡田真人, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      兵庫県立大学
    • Year and Date
      2011-10-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] セルフコンシステントなS/N解析によるCDMAの理論2011

    • Author(s)
      加藤弘之, 岡田真人, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      兵庫県立大学
    • Year and Date
      2011-10-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] 領域ベースの隠れ変数とBPを用いた画像の分割と修復(II)2011

    • Author(s)
      長谷川亮太, 岡田真人, 三好誠司
    • Organizer
      日本物理学会秋季大会
    • Place of Presentation
      富山大学
    • Year and Date
      2011-09-22
    • Related Report
      2011 Annual Research Report
  • [Presentation] 適応フィルタの統計力学2011

    • Author(s)
      三好誠司, 梶川嘉延
    • Organizer
      日本物理学会秋季大会
    • Place of Presentation
      富山大学
    • Year and Date
      2011-09-21
    • Related Report
      2011 Annual Research Report
  • [Presentation] 領域ベースの隠れ変数とビリーフプロパゲーションを用いた画像の修復と領域分割2011

    • Author(s)
      長谷川亮太, 岡田真人, 三好誠司
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      神戸大
    • Year and Date
      2011-07-26
    • Related Report
      2011 Annual Research Report
  • [Presentation] 適応フィルタの統計力学的解析2011

    • Author(s)
      三好誠司, 梶川嘉延
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      神戸大
    • Year and Date
      2011-07-25
    • Related Report
      2011 Annual Research Report
  • [Presentation] 領域ベースの潜在変数とビリーフプロパゲーションを用いた画像の修復と領域分割2011

    • Author(s)
      長谷川亮太, 岡田真人, 三好誠司
    • Organizer
      第14回画像の認識と理解シンポジウム
    • Place of Presentation
      金沢市文化ホール
    • Year and Date
      2011-07-22
    • Related Report
      2011 Annual Research Report
  • [Presentation] Filtered-X LMSアルゴリズムの統計力学的解析(II)2011

    • Author(s)
      三好誠司, 梶川嘉延
    • Organizer
      電子情報通信学会信号処理研究会
    • Place of Presentation
      沖縄県青年会館
    • Year and Date
      2011-06-30
    • Related Report
      2011 Annual Research Report
  • [Presentation] 適応信号処理の統計力学的解析2011

    • Author(s)
      三好誠司, 梶川嘉延
    • Organizer
      電子情報通信学会情報論的学習理論と機械学習研究会
    • Place of Presentation
      東大武田ホール
    • Year and Date
      2011-06-21
    • Related Report
      2011 Annual Research Report
  • [Presentation] Theory of on-line ensemble-teacher learning through a perceptron rule with a margin2011

    • Author(s)
      Kazuyuki Hara, Seiji Miyoshi
    • Organizer
      21st International Conference on Artificial Neural Networks (ICANN2011)
    • Place of Presentation
      Espoo, Finland
    • Year and Date
      2011-06-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] Learning scheme for complex neural networks using simultaneous perturbation2011

    • Author(s)
      Yutaka Maeda, Seiji Miyoshi, Hiroomi Hikawa
    • Organizer
      21st International Conference on Artificial Neural Networks (ICANN2011)
    • Place of Presentation
      Espoo, Finland
    • Year and Date
      2011-06-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] Filtered-X LMSアルゴリズムの統計力学的解析2011

    • Author(s)
      三好誠司, 松尾和哉, 梶川嘉延
    • Organizer
      電子情報通信学会信号処理研究会
    • Place of Presentation
      立命館大学大阪キャンパス
    • Year and Date
      2011-05-13
    • Related Report
      2011 Annual Research Report
  • [Presentation] 領域ベースの隠れ変数とBPを用いた画像の分割と修復2011

    • Author(s)
      長谷川亮太, 岡田真人, 三好誠司
    • Organizer
      日本物理学会年次大会
    • Place of Presentation
      新潟大学
    • Year and Date
      2011-03-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] 領域ベースの隠れ変数によるカラー画像領域分割とハイパーパラメータ推定2011

    • Author(s)
      海老原亮, 岡田真人, 三好誠司
    • Organizer
      計測自動制御学会 第38回知能システムシンポジウム
    • Place of Presentation
      神戸大学
    • Year and Date
      2011-03-16
    • Related Report
      2010 Annual Research Report
  • [Presentation] 領域ベースの潜在変数と確率伝搬法を用いた画像領域分割2010

    • Author(s)
      長谷川亮太, 岡田真人, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      立命館大学
    • Year and Date
      2010-11-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] 領域ベースの隠れ変数によるカラー画像領域分割2010

    • Author(s)
      海老原亮, 三好誠司, 岡田真人
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      立命館大学
    • Year and Date
      2010-11-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] 適応型荷重摂動学習の汎化能力に関する統計力学的解析2010

    • Author(s)
      三好亮介, 前田裕, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      立命館大学
    • Year and Date
      2010-11-13
    • Related Report
      2010 Annual Research Report
  • [Presentation] 入力が相関を有するオンライン学習に関する統計力学的解析2010

    • Author(s)
      中尾健人, 鳴川雄太, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      立命館大学
    • Year and Date
      2010-11-13
    • Related Report
      2010 Annual Research Report
  • [Presentation] 適応型荷重摂動学習の統計力学2010

    • Author(s)
      三好亮介, 前田裕, 三好誠司
    • Organizer
      情報論的学習理論ワークショップ
    • Place of Presentation
      東大駒場
    • Year and Date
      2010-11-05
    • Related Report
      2011 Final Research Report
  • [Presentation] 入力が相関を有するオンライン学習の統計力学2010

    • Author(s)
      中尾健人, 鳴川雄太, 三好誠司
    • Organizer
      情報論的学習理論ワークショップ
    • Place of Presentation
      東大駒場
    • Year and Date
      2010-11-05
    • Related Report
      2011 Final Research Report
  • [Presentation] レプリカ法を用いたソーラス符号の解析2010

    • Author(s)
      田所大昂, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      立命館大学
    • Year and Date
      2010-11-04
    • Related Report
      2010 Annual Research Report
  • [Presentation] Novel On-Line Ensemble-Teacher Learning through Perceptron rule with a margin2010

    • Author(s)
      Kazuyuki Hara, Katsuya ono, Seiji Miyoshi
    • Organizer
      20th International Conference on Artificial Neural Networks (ICANN2010)
    • Place of Presentation
      Thessaloniki, Greece
    • Year and Date
      2010-09-18
    • Related Report
      2010 Annual Research Report
  • [Presentation] Visual feedback robot system via fuzzy control2010

    • Author(s)
      Kyouhei Sakai, Yutaka Maeda, Seiji Miyoshi Hiroomi Hikawa
    • Organizer
      SICE Annual Conference 2010
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2010-08-21
    • Related Report
      2010 Annual Research Report
  • [Presentation] Simultaneous perturbation particle swarm optimization and FPGA realization2010

    • Author(s)
      Takahiro Yamada, Yutaka Maeda, Seiji Miyoshi, Hiroomi Hikawa
    • Organizer
      SICE Annual Conference 2010
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2010-08-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] 領域ベースの潜在変数を用いた画像の修復と領域分割-変分法に基づくベイズ推定-2010

    • Author(s)
      三好誠司, 岡田真人
    • Organizer
      第13回 画像の認識と理解シンポジウム
    • Place of Presentation
      釧路
    • Year and Date
      2010-07-29
    • Related Report
      2010 Annual Research Report
  • [Presentation] Image Compression with Hardware Self-Organizing Map2010

    • Author(s)
      Hiroomi Hikawa, Kenji Doumoto, Seiji Miyoshi, Yutaka Maeda
    • Organizer
      2010 International Conference on Neural Networks (IJCNN2010)
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2010-07-19
    • Related Report
      2010 Annual Research Report
  • [Presentation] Comparison of Range Check Classifier and Hybrid Network Classifier for Hand Sign Recognition System2010

    • Author(s)
      Hiroomi Hikawa, Seito Yamazaki, Tatsuya Ando, Seiji Miyoshi Yutaka Maeda
    • Organizer
      2010 International Conference on Neural Networks (IJCNN2010)
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2010-07-19
    • Related Report
      2010 Annual Research Report
  • [Presentation] 領域ベースの隠れ変数を用いた画像の分割と修復2010

    • Author(s)
      三好誠司, 岡田真人
    • Organizer
      日本物理学会年次大会
    • Place of Presentation
      岡山大学
    • Year and Date
      2010-03-20
    • Related Report
      2009 Annual Research Report
  • [Presentation] 非線形準最適教師群を用いたパーセプトロン学習II2010

    • Author(s)
      古木裕輔, 三好誠司, 原一之
    • Organizer
      電子情報通信学会 東京支部学生会 研究発表会
    • Place of Presentation
      東京電機大学
    • Year and Date
      2010-03-13
    • Related Report
      2009 Annual Research Report
  • [Presentation] 領域ベースの隠れ変数を用いた決定論的画像領域分割2009

    • Author(s)
      三好誠司, 岡田真人
    • Organizer
      情報論的学習理論ワークショップ(IBIS2009)
    • Place of Presentation
      九州大学
    • Year and Date
      2009-10-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] ポッツスピン型隠れ変数による画像領域分割2009

    • Author(s)
      海老原亮, 三好誠司, 岡田真人
    • Organizer
      電気関係学会関西支部連合大会(KJICEE2009)
    • Place of Presentation
      大阪大学
    • Year and Date
      2009-10-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] 領域ベースの隠れ変数を用いた画像領域分割2009

    • Author(s)
      三好誠司, 岡田真人
    • Organizer
      日本神経回路学会第19回全国大会
    • Place of Presentation
      東北大学
    • Year and Date
      2009-09-26
    • Related Report
      2009 Annual Research Report
  • [Presentation] Mutual learning with many linear perceptrons ; on-line learning theory2009

    • Author(s)
      Kazuyuki Hara, Yoichi Nakayama, Seiji Miyoshi, Masato Okada
    • Organizer
      19th International Conference on Artificial Neural Networks(ICANN2009)
    • Place of Presentation
      Limassol, Cyprus
    • Year and Date
      2009-09-14
    • Related Report
      2009 Annual Research Report
  • [Presentation] Pulse Coupled Oscillator with Learning Capability Using Simultaneous Perturbation and Its FPAA Implementation2009

    • Author(s)
      Yutaka Maeda, Taku Hiramatsu, Seiji Miyoshi, Hiroomi Hikawa
    • Organizer
      ICROS-SICE International Joint Conference 2009(ICCAS-SICE 2009)
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2009-08-20
    • Related Report
      2009 Annual Research Report
  • [Presentation] Hand sign recognition system based on hybrid network classifier2009

    • Author(s)
      Yuuki Taki, Hiroomi Hikawa, Seiji Miyoshi, Yutaka Maeda
    • Organizer
      2009 International Conference on Neural Networks(IJCNN2009)
    • Place of Presentation
      Atlanta, USA
    • Year and Date
      2009-06-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] On automatic generation of VHDL code for self-organizing maps2009

    • Author(s)
      Akira Onoo, Hiroomi Hikawa, Seiji Miyoshi, Yutaka Maeda
    • Organizer
      2009 International Conference on Neural Networks(IJCNN2009)
    • Place of Presentation
      Atlanta, USA
    • Year and Date
      2009-06-15
    • Related Report
      2009 Annual Research Report
  • [Presentation] ベイズ統計に基づく画像処理2009

    • Author(s)
      三好誠司
    • Organizer
      東京大学大学院 新領域創成科学研究科 第1回学融合ビジュアライゼーションシンポジウム
    • Place of Presentation
      東京大学
    • Year and Date
      2009-05-15
    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • Related Report
      2011 Final Research Report
  • [Remarks]

    • URL

      http://www2.itc.kansai-u.ac.jp/~miyoshi/cnt/gyoseki.html

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www2.ipcku.kansai-u.ac.jp/~miyoshi/cnt/gyoseki.html

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www2.ipcku.kansai-u.ac.jp/~miyoshi/cnt/gyoseki.html

    • Related Report
      2009 Annual Research Report

URL: 

Published: 2009-04-01   Modified: 2016-04-21  

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