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Learning system by cooperation of living neuronal network and fuzzy pattern discrimination method.

Research Project

Project/Area Number 24300091
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionKwansei Gakuin University

Principal Investigator

Kudoh Suguru  関西学院大学, 理工学部, 教授 (10344110)

Project Period (FY) 2012-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥17,550,000 (Direct Cost: ¥13,500,000、Indirect Cost: ¥4,050,000)
Fiscal Year 2016: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2015: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2014: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2013: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2012: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Keywordsファジィ推論 / 神経工学 / ニューロエンジニアリング / MEA / 分散培養 / 履歴効果 / パターンニング
Outline of Final Research Achievements

By using fuzzy reasoning, suitable for analyzing biological signals, we established methods for neuronal electrical activity pattern identification and analyzed the short-term memory effect in a semi - artificial cultured neural network. This hysteresis effect shows that it is possible to actually use living neuronal cells as a memory element. We also clarified that input to the living neuronal network not only evoked the action potential at a nerve cell but also that the influence of this input changes the internal state of the neuronal network and propagates over time in complicated way. These results suggest the possibility of realizing intelligent information processing quite different from the operation principle of conventional artificial intelligence.

Report

(6 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • Research Products

    (75 results)

All 2016 2015 2014 2013 2012 Other

All Journal Article (18 results) (of which Peer Reviewed: 17 results,  Open Access: 8 results,  Acknowledgement Compliant: 3 results) Presentation (56 results) (of which Int'l Joint Research: 11 results,  Invited: 1 results) Book (1 results)

  • [Journal Article] 一過性神経電気活動阻害による神経回路網電気活動 ダイナミクスに与える影響 The effects of transient abolishment of electrical activity on dynamics in a dissociated neuronal network2016

    • Author(s)
      大機 悠斗, 伊東 嗣功, 箕嶋 渉, 工藤 卓
    • Journal Title

      知能と情報

      Volume: 28-3 Pages: 78-86

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 変動的な神経活動パターン抽出のためのオンラインスパイク検出システム Online spike detection system for dynamically fluctuating electrical activity in a neuronal network.2016

    • Author(s)
      箕嶋 渉,妙中 徹平,伊東 嗣功,工藤 卓
    • Journal Title

      知能と情報

      Volume: 28-3 Pages: 655-665

    • Related Report
      2016 Annual Research Report 2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Relationship between Autonomous Activity in Cultured Neuronal Networks and Glucose Concentration of Culture Condition2016

    • Author(s)
      箕嶋 渉,伊東嗣功,工藤 卓
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 136 Issue: 9 Pages: 1335-1342

    • DOI

      10.1541/ieejeiss.136.1335

    • NAID

      130005262358

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Surface plasmon-enhanced optical trapping of quantum-dot-conjugated surface molecules on neurons cultured on a plasmonic chip2016

    • Author(s)
      K. Miyauchi, K. Tawa, Suguru N. Kudoh, T. Taguchi and C. Hosokawa
    • Journal Title

      Japanese Journal of Applied Physics

      Volume: 55 Issue: 6S1 Pages: 06GN04-06GN04

    • DOI

      10.7567/jjap.55.06gn04

    • NAID

      210000146677

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Does representation of outer objects in living neuronal network synthesize “the concept”?2016

    • Author(s)
      Eri Shibata, Hidekatsu Ito, Wataru Minoshima, Suguru N. Kudoh
    • Journal Title

      Proc. Soft Computing and Intelligent Systems (SCIS) 2016 and 17th International Symposium on Advanced Intelligent Systems(ISIS)

      Volume: なし Pages: 576-577

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Relationships between stimulus interval and changes of firing properties2016

    • Author(s)
      Hidekatsu Ito, Wataru Minoshima, Suguru N. Kudoh
    • Journal Title

      Proc. Soft Computing and Intelligent Systems (SCIS) 2016 and 17th International Symposium on Advanced Intelligent Systems(ISIS)

      Volume: なし Pages: 722-723

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 一過性神経電気活動阻害による神経回路網電気活動 ダイナミクスに与える影響 The effects of transient abolishment of electrical activity on dynamics in a dissociated neuronal network2016

    • Author(s)
      大機 悠斗,伊東 嗣功, 箕嶋 渉,工藤 卓
    • Journal Title

      知能と情報

      Volume: 28(3) Pages: 0-0

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ウェアラブル脳波遠隔計測システムAir Brainの記号識別機能の検証 Verification of symbol identification in wearable EEG telemetry system (Air Brain)2016

    • Author(s)
      伊東 嗣功,箕嶋渉,本多慶大, 工藤 卓
    • Journal Title

      知能と情報

      Volume: 28(3) Pages: 0-0

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Relationship between Inter-Stimulus-Intervals and Intervals of Autonomous Activities in a Neuronal Network2015

    • Author(s)
      Ito, Hidekatsu; Minoshima, Wataru; Kudoh, Suguru
    • Journal Title

      proc. Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE

      Volume: 2015 Pages: 1536-1539

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Glucose Concentration-Dependency of Spontaneous Activity in a Cultured Neuronal Network2014

    • Author(s)
      Wataru Minoshima, Hidekatsu Ito and Suguru N. Kudoh
    • Journal Title

      Electronics and Communications in Japan

      Volume: 97-9 Issue: 9 Pages: 35-41

    • DOI

      10.1002/ecj.11693

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fundamental Short-Term Memory of Semi-Artificial Neuronal Network:2013

    • Author(s)
      Ito Hidekatsu, Kudoh Suguru
    • Journal Title

      Proc. Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE

      Volume: - Pages: 811-814

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hysteresis of Evoked Activity Pattern in a Cultured Neuronal Network2013

    • Author(s)
      伊東嗣功, 工藤 卓
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 133 Issue: 10 Pages: 1905-1911

    • DOI

      10.1541/ieejeiss.133.1905

    • NAID

      10031200978

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Glucose Concentration-dependency of Spontaneous Activity in a Cultured Neuronal Network2013

    • Author(s)
      箕嶋 渉,伊東嗣功,工藤 卓
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 133 Issue: 10 Pages: 1912-1917

    • DOI

      10.1541/ieejeiss.133.1912

    • NAID

      10031200979

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Neuronal cell pattering on a multi-electrode array for a network analysis platform2013

    • Author(s)
      M. Suzuki, K. Ikeda, M. Yamaguchi, S. Kudoh, K. Yokoyama, R. Satoh, D. Ito, M. Nagayama, T. Uchida, K. Gohara
    • Journal Title

      Biomaterials

      Volume: 34(21) Issue: 21 Pages: 5210-5217

    • DOI

      10.1016/j.biomaterials.2013.03.042

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Femtosecond laser-induced stimulation of a single neuron in a neuronal network2013

    • Author(s)
      Suguru N. Kudoh, Chie Hosokawa
    • Journal Title

      Applied Physics A

      Volume: 110-3 Pages: 607-612

    • Related Report
      2012 Annual Research Report
  • [Journal Article] Functional connections between avian and mammalian neurons2012

    • Author(s)
      Kudoh, Suguru N. Shuta, Alice
    • Journal Title

      Proc. Soft Computing and Intelligent Systems(SCIS) and 13th International Symposium on Advanced Intelligent Systems

      Pages: 1476-1480

    • DOI

      10.1109/scis-isis.2012.6505399

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Neurorobot Vitroid-a Living Test Model for Embodiment Brain Research2012

    • Author(s)
      Kudoh, Suguru N., Ito, Hidekatsu
    • Journal Title

      Proc. Soft Computing and Intelligent Systems(SCIS) and 13th International Symposium on Advanced Intelligent Systems

      Pages: 1472-1475

    • DOI

      10.1109/scis-isis.2012.6505398

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 顕微ラマン分光法による神経細胞成熟のモニタリング分析2012

    • Author(s)
      工藤卓、橋本剛佑
    • Journal Title

      レーザー研究

      Volume: 40巻4号 Pages: 280-284

    • NAID

      10030510712

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] 培養神経回路網におけるネットワークグラフ構造の培養日数依存的変化 Developmental changes of graph structures in cultured neurons -the analysis with functional-connection map2016

    • Author(s)
      Nanami Hirata, Wataru Minoshima, Hidekatsu Ito, Suguru Kudoh
    • Organizer
      第54回日本生物物理学会年会
    • Place of Presentation
      つくば国際会議場(茨城県・つくば市)
    • Year and Date
      2016-11-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] フェムト秒レーザー光刺激による神経回路網の誘発応答特性Spatio-temporal activity pattern in neuronal network evaluated by femtosecond laser-induced stimulation2016

    • Author(s)
      Yuji Fujioka, Yuta Nakagawa, Suguru N. Kudoh, Takahisa Taguchi, Chie Hosokawa
    • Organizer
      第54回日本生物物理学会年会
    • Place of Presentation
      つくば国際会議場(茨城県・つくば市)
    • Year and Date
      2016-11-25
    • Related Report
      2016 Annual Research Report
  • [Presentation] Relationship between Neuronal Electrical Activity and External Glucose Concentration 細胞外グルコースと神経電気活動の関係性2016

    • Author(s)
      Minoshima, Wataru, Hidekatsu,Ito, Suguru, N. Kudoh
    • Organizer
      計測自動制御学会ライフエンジニアリング部門シンポジウム2016
    • Place of Presentation
      大阪国際交流センター (大阪府・大阪市)
    • Year and Date
      2016-11-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] Measurement of the brain activity in video viewing 動画視聴時の脳活動について2016

    • Author(s)
      Ito, Hidekatsu, Morishita, Sayaka, Kudoh, Suguru
    • Organizer
      計測自動制御学会ライフエンジニアリング部門シンポジウム2016
    • Place of Presentation
      大阪国際交流センター (大阪府・大阪市)
    • Year and Date
      2016-11-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] Modification of evoked responses in cultured neuronal network induced by patterned series inputs.パターン化連続入力による分散培養系における神経誘発応答の変化2016

    • Author(s)
      Hisauchi, Haruka, Ito, Hidekatsu, Minoshima, Wataru, Kudoh, Suguru, N
    • Organizer
      計測自動制御学会ライフエンジニアリング部門シンポジウム2016
    • Place of Presentation
      大阪国際交流センター (大阪府・大阪市)
    • Year and Date
      2016-11-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] Analysis of transition of spontaneous electrical activity patterns in cultured neuronal networks 神経回路網における自発性電気活動パターンの時間変遷の解析2016

    • Author(s)
      Okada, Takumi, Minoshima, Wataru, Ito, Hidekatsu, Kudoh, Suguru, N
    • Organizer
      計測自動制御学会ライフエンジニアリング部門シンポジウム2016
    • Place of Presentation
      大阪国際交流センター (大阪府・大阪市)
    • Year and Date
      2016-11-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] Optical trapping dynamics of AMPA-type glutamate receptors on hippocampal neurons 光ピンセットによるAMPA型グルタミン酸受容体分子の捕捉過程2016

    • Author(s)
      Kishimoto, Tatsunori, Maezawa,Yasuyo, Kudoh, Suguru, N., Taguchi, Takahisa, Hosokawa, Chie
    • Organizer
      計測自動制御学会ライフエンジニアリング部門シンポジウム2016
    • Place of Presentation
      大阪国際交流センター (大阪府・大阪市)
    • Year and Date
      2016-11-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] Optical trapping and assembling dynamics of quantum-dot labeled AMPA receptors located on hippocampal neurons.2016

    • Author(s)
      Tatsunori Kishimoto,Yasuyo Meazawa,Suguru N. Kudoh,Takahisa Taguchi,Chie Hosokawa
    • Organizer
      第39回日本神経科学大会
    • Place of Presentation
      パシフィコ横浜 (神奈川県・横浜市)
    • Year and Date
      2016-07-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] Relationship between patterns of spontaneous activity in the cultured neuronal network and glucose concentration of culture medium.2016

    • Author(s)
      Wataru Minoshima, Hidekatsu Ito,Suguru N Kudoh
    • Organizer
      第39回日本神経科学大会
    • Place of Presentation
      パシフィコ横浜 (神奈川県・横浜市)
    • Year and Date
      2016-07-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] The intervals of electrical stimulus influences synchronized activity in living neuronal network2016

    • Author(s)
      Hidekatsu Ito,Wataru Minoshima, Suguru N Kudoh
    • Organizer
      第39回日本神経科学大会
    • Place of Presentation
      パシフィコ横浜 (神奈川県・横浜市)
    • Year and Date
      2016-07-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] The graph structure of functional connections in cultured neuronal network2016

    • Author(s)
      Nanami Hirata, Wataru Minosima, Hidekatsu Ito, Suguru N. Kudoh
    • Organizer
      10th FENS Forum of Neuroscience
    • Place of Presentation
      Copenhagen (Denmark)
    • Year and Date
      2016-07-02
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Relationships between interval of autonomous activitiy in living neuronal network and stimulus property2016

    • Author(s)
      Hidekatsu Ito, Wataru Minoshima, Suguru.N Kudoh
    • Organizer
      10th FENS Forum of Neuroscience
    • Place of Presentation
      Copenhagen (Denmark)
    • Year and Date
      2016-07-02
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of the transition of electrical activity patterns in cultured neuronal networks2016

    • Author(s)
      Takumi Okada, Wataru Minoshima, Hidekatsu Ito, Suguru. N Kudoh
    • Organizer
      10th FENS Forum of Neuroscience
    • Place of Presentation
      Copenhagen (Denmark)
    • Year and Date
      2016-07-02
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Relationship between patterns of autonomous activity and external glucose concentration of culture medium2016

    • Author(s)
      Wataru Minoshima, Hidekatsu Ito and Suguru N Kudoh
    • Organizer
      MEA meeting 2016
    • Place of Presentation
      Reutlingen (Germany)
    • Year and Date
      2016-06-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 2-D mapped neuronal-activity-patterns for generating behaviors of Neurorobot Vitroid2016

    • Author(s)
      Suguru N Kudoh, Ryuto Hamada, Wataru Minoshima and Hidekatsu Ito
    • Organizer
      MEA meeting 2016
    • Place of Presentation
      Reutlingen (Germany)
    • Year and Date
      2016-06-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ニューロロボットの生体神経回路網への入力と応答~半人工の神経回路網と電気刺激で"対話"する2016

    • Author(s)
      工藤卓、濱田竜人、芝田恵理、伊東嗣功、箕嶋渉
    • Organizer
      第30回人口知能学会全国大会
    • Place of Presentation
      北九州国際会議場 (福岡県・北九州市)
    • Year and Date
      2016-06-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] 電気刺激によって発現する生体神経回路網のメモリー現象 Memory phenomenon in living neuronal network expressed by electrical stimulus2016

    • Author(s)
      伊東嗣功、箕嶋渉、工藤卓
    • Organizer
      第30回人口知能学会全国大会
    • Place of Presentation
      北九州国際会議場 (福岡県・北九州市)
    • Year and Date
      2016-06-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] Enhanced optical trapping toward direct manipulation of cell surface molecules on neurons2015

    • Author(s)
      C. Hosokawa, N. Takeda, K. Miyauchi, K. Tawa, S. N. Kudoh, T. Taguchi
    • Organizer
      The 9th International Symposium on Nanomedicine (ISNM2015)
    • Place of Presentation
      MIe, Japan
    • Year and Date
      2015-12-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Optical trapping dynamics of neurotransmitter receptors on a neuronal cell2015

    • Author(s)
      Y. Maezawa, C. Hosokawa, S. N. Kudoh, T. Taguchi
    • Organizer
      The 28th International Microprocesses and Nanotechnology Conference (MNC2015)
    • Place of Presentation
      Toyama, Japan
    • Year and Date
      2015-11-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Neurorobot System "Vitroid" as a Model for Small Brain Circuit2015

    • Author(s)
      Kudoh, Suguru ;Minoshima, Wataru ;Ito, Hidekatsu
    • Organizer
      EMBC 2015
    • Place of Presentation
      Milano, Italy
    • Year and Date
      2015-08-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Discriminating Patterns of Neuronal Activity by Self Organization Map with Fuzzy Sets2015

    • Author(s)
      Minoshima, Wataru; Ito, Hidekatsu; Kudoh, Suguru
    • Organizer
      EMBC2015
    • Place of Presentation
      Milano, Italy
    • Year and Date
      2015-08-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optical trapping dynamics of neurotransmitter receptors on a neuronal cell2015

    • Author(s)
      Y. Maezawa, C. Hosokawa, S. N. Kudoh, T. Taguchi
    • Organizer
      The 8th International Conference on Molecular Electronics and Bioelectronics (M&BE8)
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2015-06-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optical trapping and assembling of neurotransmitter receptor proteins localized on a neuronal cell2015

    • Author(s)
      C. Hosokawa, Y. Maezawa, N. Takeda, S. N. Kudoh, T. Taguchi
    • Organizer
      The 2nd Optical Manipulation Conference (OMC’ 15)
    • Place of Presentation
      パシフィコ横浜(神奈川県・横浜市)
    • Year and Date
      2015-04-22
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The effects of transient abolishment of electrical activity on dynamics in a dissociated neuronal network.2014

    • Author(s)
      Yuto Ooki, Hidekatsu Ito, Wataru Minoshima, Suguru N. Kudoh
    • Organizer
      SCIS&ISIS 2014
    • Place of Presentation
      北九州国際会議場(福岡県北九州市)
    • Year and Date
      2014-12-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] Stability of neuronal electrical activity pattern evoked by two inputs stimulation.2014

    • Author(s)
      Yoshinori Matsui, Hidekatsu Ito, Wataru Minoshima, Suguru N. Kudoh
    • Organizer
      SCIS&ISIS 2014
    • Place of Presentation
      北九州国際会議場(福岡県北九州市)
    • Year and Date
      2014-12-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] Validation of long-term changes of evoked response with Self-Orgnization Map2014

    • Author(s)
      Yasunori Fukui, Hidekatsu Ito, Wataru Minoshima, Suguru N. Kudoh
    • Organizer
      SCIS&ISIS 2014
    • Place of Presentation
      北九州国際会議場(福岡県北九州市)
    • Year and Date
      2014-12-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] 培養神経回路網における情報表現2014

    • Author(s)
      工藤 卓
    • Organizer
      第52回日本生物物理学会年会
    • Place of Presentation
      札幌コンベンションセンター(北海道札幌市)
    • Year and Date
      2014-09-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] The periodicity and stability of a rat hippocampal neuronal network activity on multi electrodes-array dish ラット海馬培養神経回路網における電気活動パターンの周期性と安定性2014

    • Author(s)
      K. Izutani, H. Ito, W. Minoshima, A. Shuta, S.N. Kudoh
    • Organizer
      ライフエンジニアリング部門シンポジウム2014
    • Place of Presentation
      金沢大学鶴間キャンパス(石川県金沢市)
    • Year and Date
      2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] The relationship between neuronal activity and extracellular energy sources2014

    • Author(s)
      W. Minoshima, H. Ito, A. Shuta, S.N. Kudoh
    • Organizer
      ライフエンジニアリング部門シンポジウム2014
    • Place of Presentation
      金沢大学鶴間キャンパス(石川県金沢市)
    • Year and Date
      2014-09-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] Relationship between pattern of bursting spontaneous activity and intracellular Ca2+ transients 局所ネットワーク内 Ca2+変動とネットワークバースト活動との関係性2014

    • Author(s)
      A. Shuta, H. Ito, W. Minoshima, S.N. Kudoh
    • Organizer
      ライフエンジニアリング部門シンポジウム2014
    • Place of Presentation
      金沢大学鶴間キャンパス(石川県金沢市)
    • Year and Date
      2014-09-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] 海馬分散培養神経回路網における自発性神経活動頻度の細胞外ブドウ糖濃度による変化2014

    • Author(s)
      箕嶋 渉, 伊東 嗣功, 工藤 卓
    • Organizer
      第37回日本神経科学大会
    • Place of Presentation
      パシフィコ横浜(神奈川県横浜市)
    • Year and Date
      2014-09-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] 培養神経回路網の活動間隔は電気刺激によって記銘される2014

    • Author(s)
      伊東 嗣功, 工藤 卓
    • Organizer
      第37回日本神経科学大会
    • Place of Presentation
      パシフィコ横浜(神奈川県横浜市)
    • Year and Date
      2014-09-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] 培養神経回路網における電気活動パターンの再現性について2014

    • Author(s)
      泉谷 圭祐、伊東 嗣功、 箕嶋 渉、 周田 ありす、 工藤 卓
    • Organizer
      平成26年電気学会電子・情報・システム部門大会
    • Place of Presentation
      島根大学(島根県松江市)
    • Year and Date
      2014-09-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] 一過性神経活動阻害が神経回路ダイナミクスに与える影響2014

    • Author(s)
      大機 悠斗、伊東 嗣功、箕嶋 渉、工藤 卓
    • Organizer
      平成26年電気学会電子・情報・システム部門大会
    • Place of Presentation
      島根大学(島根県松江市)
    • Year and Date
      2014-09-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] 刺激誘発神経活動の安定性の検証-自己組織化マップを用いた解析2014

    • Author(s)
      福井 康弘、伊東 嗣功、箕嶋 渉、工藤 卓
    • Organizer
      平成26年電気学会電子・情報・システム部門大会
    • Place of Presentation
      島根大学(島根県松江市)
    • Year and Date
      2014-09-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] 神経回路網の活動間隔と刺激間隔の関係について2014

    • Author(s)
      伊東 嗣功、工藤 卓
    • Organizer
      平成26年電気学会電子・情報・システム部門大会
    • Place of Presentation
      島根大学(島根県松江市)
    • Year and Date
      2014-09-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] 神経回路網の自発的な活動は細胞外ブドウ糖濃度変化により変調する2014

    • Author(s)
      箕嶋 渉、伊東 嗣功、周田 ありす、工藤 卓
    • Organizer
      平成26年電気学会電子・情報・システム部門大会
    • Place of Presentation
      島根大学(島根県松江市)
    • Year and Date
      2014-09-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] Stability of neuronal electrical activity pattern evoked by input stimulation depends on culture days.2014

    • Author(s)
      Yoshinori Matsui, Keisuke Izutani, Hidekatsu Ito, Wataru Minoshima and Suguru N. Kudoh
    • Organizer
      平成26年電気学会電子・情報・システム部門大会
    • Place of Presentation
      島根大学(島根県松江市)
    • Year and Date
      2014-09-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] 自己組織化マップにより生成されたニューロ・ロボットの行動と神経活動との関係性2014

    • Author(s)
      福井 康弘、伊東 嗣功、箕嶋 渉、周田ありす、工藤 卓
    • Organizer
      第30回ファジィシステムシンポジウム
    • Place of Presentation
      高知城ホール(高知県高知市)
    • Year and Date
      2014-09-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] ファジイ論理と自己組織化マップを用いた生体神経回路網における状態遷移の分類2014

    • Author(s)
      箕嶋 渉、伊東 嗣功、周田ありす、福井 康弘、工藤 卓
    • Organizer
      第30回ファジィシステムシンポジウム
    • Place of Presentation
      高知城ホール(高知県高知市
    • Year and Date
      2014-09-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] 神経回路網活動パターン・レパートリーの安定性とその識別2014

    • Author(s)
      泉谷 圭祐、伊東 嗣功、箕嶋 渉、周田ありす、工藤 卓
    • Organizer
      第30回ファジィシステムシンポジウム
    • Place of Presentation
      高知城ホール(高知県高知市
    • Year and Date
      2014-09-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] STABILITY OF EVOKED ACTIVITY IN A CULTURED NEURONAL CIRCUIT-ANALYZED BY SELF-ORGANIZATION MAP (SOM)2014

    • Author(s)
      S. Kudoh, H. Ito, W. Minoshima, Y. Fukui
    • Organizer
      9th FENS Forum of Neuroscience
    • Place of Presentation
      ミラノ(イタリア)
    • Year and Date
      2014-07-07 – 2014-09-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] Spontaneous Electrical Activity in Rat Hippocampal Neuronal Network Depends on Extracellular GGlucose Concentraion2014

    • Author(s)
      Wataru Minsohima, Hidekatsu Ito, Alice Shuta, and Suguru N Kudoh
    • Organizer
      9th FENS Forum of Neuroscience
    • Place of Presentation
      ミラノ(イタリア)
    • Year and Date
      2014-07-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] Short ISI stimulation modifies firing property of a cultured neuronal network2014

    • Author(s)
      Hidekatsu Ito, Suguru N. Kudoh
    • Organizer
      MEA Meeting 2014
    • Place of Presentation
      ロイトリンゲン(ドイツ)
    • Year and Date
      2014-07-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] The cluster analysis of electrical activity pattern in a cultured neural network on multielectrode array (MEA) dish2012

    • Author(s)
      S. N. Kudoh, Y. Inoue, H. Ito
    • Organizer
      Neuroscience 2012
    • Place of Presentation
      New Orleans, USA
    • Year and Date
      2012-10-12
    • Related Report
      2012 Annual Research Report
  • [Presentation] Air Brain-The Telemetric System for Human Behavior and EEG Signal with Smartphone2012

    • Author(s)
      Keita Honda and Suguru N. Kudoh
    • Organizer
      ISCIIA2012
    • Place of Presentation
      北海学園大学(札幌)
    • Year and Date
      2012-08-22
    • Related Report
      2012 Annual Research Report
  • [Presentation] How to link neuronal network activity to robot behavior2012

    • Author(s)
      Suguru N. Kudoh and Hidekatsu Ito
    • Organizer
      8th International meeting2012
    • Place of Presentation
      Reutlingen, Germany
    • Year and Date
      2012-07-12
    • Related Report
      2012 Annual Research Report
  • [Presentation] Hysteresis of evoked activity pattern in cultured neuronal network2012

    • Author(s)
      Hidekatsu Ito and Suguru N. Kudoh
    • Organizer
      8th International meeting2012
    • Place of Presentation
      Reutlingen, Germany
    • Year and Date
      2012-07-12
    • Related Report
      2012 Annual Research Report
  • [Presentation] 刺激タイミングに依存した、神経回路網の時空間活動パターン Stimulus timing dependent spike pattern characteristic of a neuronal network

    • Author(s)
      伊東 嗣功、工藤 卓
    • Organizer
      Neuro2013
    • Place of Presentation
      国立京都国際会館
    • Related Report
      2013 Annual Research Report
  • [Presentation] The Glucose Concentration-Dependent Spontaneous Electrical Activity in a Cultured Neuronal Network

    • Author(s)
      Minoshima Wataru, Kudoh Suguru, Ito Hidekatsu
    • Organizer
      Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
    • Place of Presentation
      大阪国際会議場
    • Related Report
      2013 Annual Research Report
  • [Presentation] 神経回路網における刺激間隔に依存した発火特性の変化 Inter-stimulus-interval dependent changes in the firing properties in the neuronal network

    • Author(s)
      伊東 嗣功、工藤 卓
    • Organizer
      平成25年電気学会 電子・情報・システム部門大会
    • Place of Presentation
      北見工業大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 刺激入力による神経電気活動パターンの安定性 The stability of electrical activity in cultured neuronal network.

    • Author(s)
      松井 嘉德、伊東 嗣功、箕嶋 渉、泉谷 圭祐、工藤 卓
    • Organizer
      平成25年電気学会 電子・情報・システム部門大会
    • Place of Presentation
      北見工業大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 培養神経回路網活動パターン・レパートリーの識別と自発活動の周期 ‐Discrimination of pattern repertories of spatiotemporal activity in cultures neuronal network and cycle of spontaneous activity

    • Author(s)
      泉谷 圭祐、井上 裕一朗、伊東 嗣功、妙中 徹平、工藤 卓
    • Organizer
      平成25年電気学会 電子・情報・システム部門大会
    • Place of Presentation
      北見工業大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 自己組織化マップとシーディングによるニューロ・ロボットの行動生成

    • Author(s)
      福井 康弘、伊藤 嗣功、工藤 卓
    • Organizer
      FSS2013(第29回ファジイシステムシンポジウム)
    • Place of Presentation
      大阪国際大学枚方キャンパス
    • Related Report
      2013 Annual Research Report
  • [Presentation] 培養神経回路網の結合性と論理性の解析手法の提案 A Proposal of Analysis with Connectivity and Logicality in Cultured Neuronal Network

    • Author(s)
      林 勲、満元 弘毅、工藤 卓
    • Organizer
      FSS2013(第29回ファジイシステムシンポジウム)
    • Place of Presentation
      大阪国際大学枚方キャンパス
    • Related Report
      2013 Annual Research Report
  • [Presentation] 一過性の神経電気活動阻害による自発性神経活動パターン変化 (Spontaneous activity pattern modified by transient inhibition of electrical spike activity in a cultured living neuronal network)

    • Author(s)
      Yuto Ooki, Hidekatsu Ito, Wataru Minoshima and Suguru N. Kudoh
    • Organizer
      ライフエンジニアリング部門シンポジウム2013
    • Place of Presentation
      慶應義塾大学 日吉キャンパス
    • Related Report
      2013 Annual Research Report
  • [Book] Creative Engineering Design in Robotics and Mechatronics

    • Author(s)
      Suguru N. Kudoh
    • Publisher
      Design to perform information processing in living neuronal network(in press)
    • Related Report
      2012 Annual Research Report

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Published: 2012-04-24   Modified: 2019-07-29  

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