Chaotic dynamics matching for learning to identify biological signals by higher order artificial neural circuit

• Project/Area Number: 22686038
• Research Category: Grant-in-Aid for Young Scientists (A)
• Allocation Type: Single-year Grants
• Research Field: Communication/Network engineering
• Research Institution: Nagaoka University of Technology
• Principal Investigator: TSUBONE Tadashi 長岡技術科学大学, 工学部, 准教授 (50334694)
• Project Period (FY): 2010 – 2012
• Project Status: Completed (Fiscal Year 2012)
• Budget Amount: ¥13,910,000 (Direct Cost: ¥10,700,000、Indirect Cost: ¥3,210,000); Fiscal Year 2012: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000); Fiscal Year 2011: ¥7,410,000 (Direct Cost: ¥5,700,000、Indirect Cost: ¥1,710,000); Fiscal Year 2010: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
• Keywords: ニューロン / 同定学習 / カオス

Research Abstract

Chaotic dynamics matching which can be applied for a dynamics of the control systems with high-speed and flexibly according to the condition and the task based on the chaos theory is proposed. It achieves the control and learning system based on biological signals. The following results were achieved. Stable method of chaotic dynamics matching which is effective to continuous-time signal as biological signals was shown. Systematic design procedure of learning to identify signals based on higher order spike neuron was shown and the effectiveness was clarified.

Research Products

• [Journal Article] 安定性変換に基づく未知定常状態の安定化 (2013)
  • Author(s): 長谷川 拓海, 坪根 正
  • Journal Title: 電子情報通信学会論文誌 Volume: Vol.J96-A, No9
  • NAID: 110009636248
  • Peer Reviewed
• [Journal Article] 安定性変換に基づく未知定常状態の安定化 (2013)
  • Author(s): 長谷川拓海, 坪根正
  • Journal Title: 電子情報通 信学会論文誌A Volume: 未定
  • NAID: 110009636248
  • Peer Reviewed
• [Journal Article] Chaos control based on stability transformation method for unstable periodic orbits (2012)
  • Author(s): Kawai Yuki, Tadashi Tsubone
  • Journal Title: Nonlinear Theory and Its Applications, IEICE Volume: Vol.3 Pages: 246-256
  • NAID: 130002139295
  • Peer Reviewed
• [Journal Article] Chaos control based on stability transformation method for unstable periodic orbits (2012)
  • Author(s): Kawai Yuki, Tadashi Tsubone,
  • Journal Title: Nonlinear Theory and Its Applications, IEICE Volume: Vol. 3 No. 2 Pages: 246-256
  • NAID: 130002139295
  • Peer Reviewed
• [Journal Article] 極めて簡素な区分定数強制発振器にみられる同期現象 (2010)
  • Author(s): 坪根正, 稲葉直彦, 坪内孝司, 吉永哲哉
  • Journal Title: 電子情報通信学会論文誌A Volume: J99-A Pages: 375-383
  • NAID: 110008004247
  • Peer Reviewed
• [Presentation] Synchronization Phenomena of Piecewise Constant Oscillators Coupled by Hysteresis Element (2012)
  • Author(s): Keisuke Suzuk, Tadashi Tsubone
  • Organizer: Proc. of IEEE Asia Pacific Conference on Circuits and Systems 2012
  • Year and Date: 2012-12-05
• [Presentation] Stabilizing Unstable Periodic Orbits in Higher Dimensional Systems based on Stability Transformation Method (2012)
  • Author(s): Takumi Hasegawa, Tadashi Tsubone
  • Organizer: Proc. of IEEE Asia Pacific Conference on Circuits and Systems 2012
  • Year and Date: 2012-12-04
• [Presentation] Bifurcation of Chaos and Density Spectrum of Inter-Spike-Intervals from Piecewise-Constant Spike Oscillator (2012)
  • Author(s): Takahiro Aoki, Tadashi Tsubone
  • Organizer: Proc. of 2012International Symposium on Nonlinear Theory and its Applications (NOLTA2011)
  • Place of Presentation: Mallorca, Spain
  • Year and Date: 2012-10-26
• [Presentation] Stabilizing Unknown Steady States of Piecewise Linear Systems by Occasional Proportional Feedback Based on Stability Transformation Method (2011)
  • Author(s): Tadashi Tsubone, Takumi Hasegawa
  • Organizer: Proc. of the 2011 IEEE Workshop on Nonlinear Circuit Networks
  • Place of Presentation: Tokushima
  • Year and Date: 2011-12-10
• [Presentation] stabilizing Unknown steady states of Piecewise Linear Systems by Occasional Proportional Feedback Based on stability Transformation Method (2011)
  • Author(s): Tadashi Tsubone, Takumi Hasegawa
  • Organizer: the 2011 IEEE Workshop on Nonlinear Circuit Networks
  • Place of Presentation: 日本
  • Year and Date: 2011-12-10
• [Presentation] Stability Transformation Method for Unstable Periodic Orbits and Its Realization (2011)
  • Author(s): Kawai Yuki, Tadashi Tsubone
  • Organizer: Proc. of ThirdInternational Workshop on Nonlinear Maps and their Applications (NOMA)
  • Place of Presentation: Evora, Portugal
  • Year and Date: 2011-09-15
• [Presentation] Analysis of a Controlled Piecewise-Constant Circuit withTime-Delay Feedback (2011)
  • Author(s): Daichi Manabe, Tadashi Tsubone
  • Organizer: Proc. of 2011International Symposium on Nonlinear Theory and its Applications (NOLTA2011)
  • Place of Presentation: Kobe,Japan
  • Year and Date: 2011-09-07
• [Presentation] Analysis of a Controlled Piecewise-ConstantCircuit with Time-Delay Feedback (2011)
  • Author(s): Daichi Manabe, Tadashi Tsubone
  • Organizer: 2011 International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: 日本
  • Year and Date: 2011-09-07
• [Presentation] Bifurcation Analysis of a Chaotic Map with a Dynamic Controller Based on Stability Transformation Method (2011)
  • Author(s): Takumi Hasegawa, Tadashi Tsubone
  • Organizer: Proc. of 2011 International Symposium on Nonlinear Theory and its Applications (NOLTA2011)
  • Place of Presentation: Kobe, Japan
  • Year and Date: 2011-09-06
• [Presentation] Bifurcation Analysis of a Chaotic Map with a Dynamic Controller Based on stability Transformation Method (2011)
  • Author(s): Takumi Hasegawa, Tadashi Tsubone
  • Organizer: 2011 International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: 日本
  • Year and Date: 2011-09-06
• [Presentation] Control of Inter-Spike-Interval Density of Piecewise -Constant Chaotic Spiking Oscillator with Dead-Time (2011)
  • Author(s): Tahahiro Aoki, Tadashi Tsubone
  • Organizer: Proc. of 20^<th> European Conference on Circuit Theory and Design (ECCTD)
  • Place of Presentation: Linkoeping, Sweden
  • Year and Date: 2011-08-29
• [Presentation] Stability Transformation of a Piecewise Linear Circuit with Time-Varying Parameters (2010)
  • Author(s): Tadashi Tsubone
  • Organizer: Proc. of the 2010 IEEE Workshop on Nonlinear Circuit Networks
  • Place of Presentation: Tokushima
  • Year and Date: 2010-12-03
• [Presentation] Stability Transformation of a Piecewise Linear Circuit with Time-Varying Parameters (2010)
  • Author(s): Tadashi Tsubone
  • Organizer: 2010 IEEE Workshop on Nonlinear Circuit Networks
  • Place of Presentation: 日本,徳島
  • Year and Date: 2010-12-03
• [Presentation] Synthesis of a spiking oscillator with a desired inter-spike interval density (2010)
  • Author(s): Tadashi Tsubone
  • Organizer: Proc. of the 2010 International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: Krakow, Poland
  • Year and Date: 2010-09-07
• [Presentation] Synthesis of a spiking oscillator with a desired inter-spike interval density (2010)
  • Author(s): Tadashi Tsubone
  • Organizer: the 2010 International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: Krakow, Poland
  • Year and Date: 2010-09-07
• [Presentation] Synchronization Phenomena of Piecewise Constant Oscillators Coupled by Hys teresis Element
  • Author(s): Keisuke Suzuk, Tadashi Tsubone
  • Organizer: IEEE Asia Pacific Conference on Circuits and Systems 2012
  • Place of Presentation: 高雄，台湾
• [Presentation] Stabilizing Unstable Periodic Orbits in Higher Dimensional Systems based on Stability Transformation Method
  • Author(s): Takumi Hasegawa, Tadashi Tsubone
  • Organizer: IEEE Asia Pacific Conference on Circuits and Systems 2012
  • Place of Presentation: 高雄，台湾
• [Presentation] Bifurcation of Chaos and Density Spectrum of Inter-Spike-Intervals from Piecewise-Constant Spike Oscillator
  • Author(s): Takahiro Aoki, Tadashi Tsubone
  • Organizer: International Symposium on Nonlinear Theory and its Applications (NOLTA202),
  • Place of Presentation: スペイン