Mark Kostuk, Ph.D.

Affiliations: 
Physics University of California, San Diego, La Jolla, CA 
Area:
Computational modeling, dynamics
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"Mark Kostuk"
Mean distance: 16.1 (cluster 17)
 

Parents

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Henry D I Abarbanel grad student 2012 UCSD
 (Synchronization and Statistical Methods for the Data Assimilation of HVc Neuron Models.)
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Publications

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Meliza CD, Kostuk M, Huang H, et al. (2014) Estimating parameters and predicting membrane voltages with conductance-based neuron models. Biological Cybernetics. 108: 495-516
Rey D, Eldridge M, Kostuk M, et al. (2014) Accurate state and parameter estimation in nonlinear systems with sparse observations Physics Letters, Section a: General, Atomic and Solid State Physics. 378: 869-873
Kostuk M, Toth BA, Meliza CD, et al. (2012) Dynamical estimation of neuron and network properties II: Path integral Monte Carlo methods. Biological Cybernetics. 106: 155-67
Toth BA, Kostuk M, Meliza CD, et al. (2011) Dynamical estimation of neuron and network properties I: variational methods. Biological Cybernetics. 105: 217-37
Abarbanel HDI, Bryant PH, Gill PE, et al. (2011) Dynamical Parameter and State Estimation in Neuron Models The Dynamic Brain: An Exploration of Neuronal Variability and Its Functional Significance
Abarbanel HDI, Kostuk M, Whartenby W. (2010) Data assimilation with regularized nonlinear instabilities Quarterly Journal of the Royal Meteorological Society. 136: 769-783
Abarbanel HDI, Creveling DR, Farsian R, et al. (2009) Dynamical state and parameter estimation Siam Journal On Applied Dynamical Systems. 8: 1341-1381
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