Parameter estimation of ventricular myocardial cell model using an on-line learning algorithm

2006 SICE-ICASE International Joint Conference

Volumn , Issue , 2006, Pages 2322-2327

  Takahashi, Naoyuki ^a   Doi, Shinji ^a   Kumagai, Sadatoshi ^a  

^a OSAKA UNIVERSITY   (Japan)

Author keywords

Gradient descent learning; Heart arrhythmia; Ionic channel disease; Parameter estimation

Indexed keywords

GRADIENT-DESCENT LEARNING; HEART ARRHYTHMIA; IONIC CHANNEL DISEASE; NONLINEARITY;

DISEASES; GRADIENT METHODS; LEARNING ALGORITHMS; MATHEMATICAL MODELS; MUSCLE; ORDINARY DIFFERENTIAL EQUATIONS; PARAMETER ESTIMATION;

CELLS;

EID: 34250732765     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SICE.2006.315495     Document Type: Conference Paper

References (4)

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2. C. H. Luo and Y. Rudy, "A dynamic model of the cardiac ventricular action potential. I. Simulations of ionic currents and concentration changes," Circ. Res. 74, pp.1071-1096, 1994.
3. K. Doya and A. I. Selverston, "A learning algorithm for Hodgkin-Huxley type neuron models," Proc. IJCNN'93, pp.1108-1 111, 1993.
4. Y. Iwasa, S. Doi and S. Kumagai, "Parameter estimation for a pancreatic β-cell model gradient-descent learning with line search," The IEEE EMBS Asian Pacific Conference on BME 2003.