Efficient current-based optimization techniques for parameter estimation in multi-compartment neuronal models
Published in BMC Neuroscience • Jul 13, 2009
Authors:,,
Nathan F. Lepora
Paul G. Overton
Kevin Gurney
Abstract
Estimation of the maximal ion channel conductances in Hodgkin-Huxley models from patch clamp data is a difficult optimization problem. Automating this process promises high-throughput computational modeling of use to both experimenters (for rapid feedback on their experimental preparations) and mode...
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