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1998 Fiscal Year Final Research Report Summary

Cooperation among Heart Rate, Respiration and Locomotion Rhythms and Homeodynamics---Experimental and Theoretical Study

Research Project

Project/Area Number 09680853
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Biomedical engineering/Biological material science
Research InstitutionOsaka University

Principal Investigator

SATO Shunsuke  Osaka Univ.Faculty of Enginieer Science, Proffeser, 大学院・基礎工学研究科, 教授 (60014015)

Co-Investigator(Kenkyū-buntansha) PAKDAMAN Khashayar  Osaka Univ.Faculty of Enginieer Science, research assistant, 基礎工学研究科, 助手 (30291438)
NOMURA Taishin  Osaka Univ.Faculty of Enginieer Science, Lecture, 基礎工学研究科, 講師 (50283734)
Project Period (FY) 1997 – 1998
Keywordshomeodynamics / heart rare, respiration, and locomotion / cooperation of rhythms / locomotion model / dynamic stability
Research Abstract

Homeodynamics is an extended concept of the homeostasis of living organisms.As in the latter, it is associated to the control of the inner state of the living organisms by the central nervous system including the autonomic nervous system.Rhythmic activities such as heart beats, respiration and even locomotor activity may be observable variables which reflect or influence the homeodynamic control.This study aims understanding basic mechanism of emergence of the homeodynamic control based on these observable variables (measured data).The rhythmic activities mentioned above share the common property referred to as dynamic stability which is the characteristics of nonlinear dynamical systems.That is, the system state always changes in time, but that varied state is stable against external perturbations.To understand the basic properties of the underlying systems associated to the homeodynamic control, it is necessary to identify/model the underlying system and then consider functional role … More of the dynamic stability.We have done the following studies along this line.
1. Quantitative analysis of the dynamic stability.We analyzed two cases associated to the dynamic stability and homeodynamics.A : Dynamic stability estimation and then modeling of the locomotion rhythm.B : Simulation study of the instability of the cardiac rhythm and transition to cardiac arrhythmias.The instability of the dynamic stability in relation to cardiac physiology was exemplified.
2. Identification and modeling of unknown nonlinear systems from time series data.We developed practical methods to estimate unknown nonlinear dynamical system from time series data.It is natural to assume the underlying nonlinear dynamical system is parametrized by several parameters which may take constant values, but be varied for long time range.The system may exhibit qualitatively different dynamics depending on these parameter values (bifurcations).Our methods can be utilized to estimate the model parametrized by several parameters which may be altered during the measurements.The methods may be applicable to model heart rate variability/control due to autonomic nerve activities. Less

  • Research Products

    (54 results)

All Other

All Publications (54 results)

  • [Publications] E.Bagarinao,K.Pakdaman,T.Nomura,and S.Sato: " : Time series-based bifurcation diagram reconstruction" Physica D. (in press).

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Shimokawa T.,Pakdaman K.,Sato S: "Time-scale matching in the response of a leaky integrate-and-fire neuron model to periodic stimulation with additive noise" Physical Review E. (in press).

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Shimokawa T.,Rogel A.,Pakdaman K.,Sato S: "Stochastic resonance and spike timing precision in an ensemble of leaky integrate and fire neuron models" Physical Review E. (in press).

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] P.Lansky,S.Sato: " : The Stochastic Diffusion Models of Nerve Membrane Depolarization and Interspike Interval Generation," Journal in Peripheral Nervous Systems. (in press).

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] K.Yoshino,T.Nomura,K.Pakdaman,S.Sato: "Synthetic analysis pf periodically stimulated excitable and oscillatory membrane models" Physical Review E. 59(1). 956-969 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Capurro A.,Pakdaman K.,Nomura T.,Sato S.: "Aperiodic stochastic resonance with correlated noise." Physical Review E. 58. 4820-4827 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Takanobu Yamanobe,K.Pakdaman,Taishin Nomura,Shunsuke Sato: "Analysis of the response of a pacemaker neuron model to transient inputs" Biosystems. 48. 287-295 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] E.Bagarinao,T.Nomura,K.Pakdaman,and S.Sato: "Generalized one-parameter bifurcation diagram reconstruction using time series" Physica D. 124. 258-270 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Y.Maeda,K.Pakdaman,T.Nomura,S.Doi,S.Sato: "Reduction of a model for an Onchidium pacemaker neuron" Biological Cybemetics. 78. 265-276 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Nomura,M.Kobayashi,T.Nakashima,S.Sato: "Phase-dependent Walking Rhythm Reset and Bilateral Leg Coordination during Human Gait" Proc.of 5 international conference on neural information processing '98. 1196-1199 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] H.Fukai,Y.Maeda,K.Pakdaman,T.Nomura,S.Sato: "Double impulse solutions in reduced Hodgkin-Huxley model" Proc.of 5 international conference on neural information processing '98. 1263-1266 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 淺井義之,野村泰伸,佐藤俊輔: "Z_-{2}+Z_-{2}対称性をもつ退化した分岐問題の不偏開折" 信学技報. NLP98-16. 57-64 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 深井英和,前田義信,K.Pakdaman,野村泰伸,佐藤俊輔: "Hodgkin-Huxley方程式の分岐構造が簡約化によって受ける影響" 信学技報. NLP98-15. 49-56 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 山野辺貴信,K.Pakdaman,野村泰伸,佐藤俊輔: "甲殻類伸長受容器の非線形ダイナミクス" 信学技報. MBE98-15. 93-100 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 小林誠,小塚淳,野村泰伸,佐藤俊輔: "二足歩行運動の外乱に対する左右脚の協調的な応答" 信学技報. MBE98-15. 101-108 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 吉野公三,野村泰伸,K.Pakdaman,佐藤俊輔: "周期パルス入力を受ける興奮性・振動性膜モデルのダイナミス" 信学技報. NLP98-12. 25-32 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 下川哲也,K.Pakdaman,野村泰伸,佐藤俊輔: "Leaky Integrate-and-Fire神経モデルにおける確率共振" 信学技報. NLP98-13. 33-40 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 竹内英二,山野辺貴信,K.Pakdaman,野村泰伸,佐藤俊輔: "甲殻類伸長受容器の数理モデル" 信学技報. MBE98-13. 85-92 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 野村泰伸: "FitzHugh-Nagumo方程式の結合系が示す非線形ダイナミックス" BME. 12(5). 37-48 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Nomura,M.Kobayashi,J.Kozuka,S.Sato: "Coordinated Responses of Limb Movement during Human Bipedal Locomotion to External Perturbation" Proc.of the 20th Ann.Int.Conf.of the IEEE Eng.in Med.and Biol.Soc.20. 2422-2425 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 坂本修一,野村泰伸,佐藤俊輔: "歩行運動に伴う力学的エネルギー消費量の評価" 第13回生体生理工学シンポジウム論文集. 133-136 (1998)

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      「研究成果報告書概要(和文)」より
  • [Publications] 中島崇量,小林誠,野村泰伸,佐藤俊輔: "二足歩行運動の外乱に対する応答とその力学系モデル" 第13回生体生理工学シンポジウム論文集. 125-128 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 下川哲也,K.Pakdaman,佐藤俊輔: "Noise induced synchronization and array enhanced stochastic resonance in neuron models" 統計数理研究所共同研究リポート. 114. 65-72 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] E.Bagarinao,K.Pakdaman,T.Nomura,and S.Sato: "A study on reconstructing bifurcation diagrams using time series from randomly forced maps" 統計数理研究所共同研究リポート. 114. 46-55 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 山野辺貴信,K.Pakdaman,野村泰伸,佐藤俊輔: "甲殻類伸長受容器の非線形ダイナミクス" 電子情報通信学会技術研究報告. MBE98-14. 93-100 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 田辺誠司,K.Pakdaman,佐藤俊輔: "ノイズ存在下におけるLeaky Integrate-and-Fire神経モデルのアンサンブルのダイナミクスとパルス入力に対する応答" 信学技報. 41-48 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] E.Bagarinao,T.Nomura,K.Pakdaman,and S.Sato: "Learning dynamical systems by neural networks" ICONIP98 Proceedings. 1. 225-228 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] J.Inoue, S.Sato, L.M.Ricciardi: "A note on the moments of the first-passage time of the Ornstein-Uhlenbeck process with a reflecting boundary" Richerche di Matematica. vol.XLVI,No.1. 87-99 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] BZ Stiber, S.Sato: "Visualization of EEG Using Time-Frequency Distribution" Methods of Information in Medicine. 36. 298-301 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Nomura, L.Glass: "Entrainment and annihilation of reentrant excitation in a periodically stimulated ring of excitable media" Methods of Information in Medicine. 36. 290-293 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Maeda, K.Pakdaman, T.Nomura, S.Doi, S.Sato: "Reduction of a model for an onchidium pacemaker neuron" Biological Cybernetics. 78. 265-276 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Capurro A., Pakdaman K., Nomura T., Sato S.: "Aperiodic stochastic resonance with correlated noise" Physical Review E. 58. 4820-4827 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Capurro A., Macadar O., Perrone R., Pakdaman K.: "Computational model of the jamming avoidance response in the electric fish-Gymnotus carap" Biosystems. 48. 21-27 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Takanobu Yamanobe, K.Pakdaman, Taishin Nomura, Shunsuke Sato: "Analysis of the response of a pacemaker neuron model to transient inputs" Biosystems. 48. 287-295 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Shimokawa, K.Pakdaman, and S.Sato: "Time-scale matching in the response of leaky integrate-and-fire neuron models to periodic stimulus with additive noise" Physical Review E. (to appear). (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] P.Lansky, S.Sato: "The stochastic diffusion model of nerve membrane depolarization and interspike interbal generatio" Journal of the Peripheral Nervous System. (to appear).

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Shimokawa, K.Pakdaman, and S.Sato: "Stochastic resonance and spike-timing precision in an ensemble of leaky integrate and fire neuron models" Physical Review E. (to appear). (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Yoshino, T.Nomura, K.Pakdaman, S.Sato: "Continuation of Arnold Tongues in Periodically Stimulated Excitable/Oscillatory Membrane Model" Physical Review E. (in press).

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] S.Doi, J.Inoue, S.Sato, C.E.Smith: "Response characteristics of a simplified nonlinear neuron model to a periodic input in the presence of membrane noise, In : R.Poznanski (ed.), Modeling in the Neurosciences : From Ionic Channels to Neural Networks" Harwood Academic Publishers (Gordon and Breach Science Publishers). (in press).

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Shimokawa T., Rogel A., Pakdaman K., Sato S: "Stochastic resonance and spike timing precision in an ensemble of leaky integrate and fire neuron models." Physical Review E. (in press).

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Bagarinao E., Nomura T., Pakdaman K., Sato S.: "Generalized one-parameter bifurcation diagram reconstruction using time serie" Physica D. (in press).

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Nomura, Y.Saeki, S.Sato: "Dynamic modelling and control of cardiac arrythmi" Proc.of Ischia International Conference on Noise and Chaos in Medicine and Biology. World Scientific. 262-270 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] S.Sato, T.Nomura, K.Pakdaman, S.Doi, Y.Maeda, T.Yamanobe, H.Fukai: "A methematical aspect of neural coding" Advanced Topics in Biomathematics (eds.L.Chen, S.Ruan, J.Zhu). World Scientific. 229-238 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] S.Sato: "Excitable and Oscillatory Cells and their Models : Comparison by Bifurcation Diagram" SMB'97 North Carolina State University, Raleigh, NC.August 2-6. (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Maeda, K.Pakdaman, T.Nomura, S.Doi, S.Sato: "Analysis of dynamics of a minimal model for marine mollusk neuro" Neuronal Coding Workshop 97, Versaille, Paris, Spet.29-Oct.4. (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Nomura, H.Fukai, Y.Maeda, K.Pakdaman, S.Sato: "On generic bifurcations in neuronal mode" Neuronal Coding Workshop 97, Versaille, Paris, Sept.29-Oct.4. (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Yamanobe, K.Pakdaman, T.Nomura, S.Sato: "Analysis of the response of a pacemaker neuron model to transient inpu" Neuronal Coding Workshop 97, Versaille, Paris, Sept.29-Oct.4. (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] S.Sato, T.Shimokawa, K.Pakdaman, T.Nomura: "Possible Role of Noise in Sensory System" Proc.2nd RIEC International Symposium on Design and Architecture if Information Processing Systems Based on The Brain Information Principles, March 16-18,1998, Meruparuku Sendai, Japan.

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Nomura, M.Kobayashi, J.Kozuka, S.Sato: "Phase-dependent walking rhythm reset and bilateral leg coordination during human gait." Internation Conference on Neural Information Processing, invited. (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.Fukai, Y.Maeda, K.Pakdaman, T.Nomura, S.Sato: "Double impulse solutions in reduced Hodgkin-Huxley model" Internation Conference on Neural Information Processing. (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Yamanobe, K.Pakdaman, T.Nomura, S.Sato: "The response of lobster stretch receptor models to single pulses and step current" The fifth international conference on neural information processing '98 Kitakyushu, Oct.21--23. vol.3. 1252-1255 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Takanobu Yamanobe, K.Pakdaman, Taishin Nomura, Shunsuke Sato: "The response of lobster stretch receptor models to single pulses and step currents" ICONIP'98 Satelite workshop for young researchers on information processing in the central nervous system Kitakyushu, Oct.24--26. (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] E.Bagarinao, Jr., T.Nomura, K.Pakdaman, S.Sato: "Learning dynamical systems by neural networks" Internation Conference on Neural Information Processing. (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Nomura, M.Kobayashi, J.Kozuka, S.Sato: "Coordinated responses of limb movement during human bipedal locomotion to external pertubation" IEEE International Conference EMBS Hong Kong. (1998)

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 1999-12-08  

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