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A Self-Organizing State-Space-Model Approach for Parameter Estimation in Hodgkin-Huxley-Type Models of Single Neurons

Traditional approaches to the problem of parameter estimation in biophysical models of neurons and neural networks usually adopt a global search algorithm (for example, an evolutionary algorithm), often in combination with a local search method (such as gradient descent) in order to minimize the val...

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Bibliografiska uppgifter
Huvudupphovsmän: Vavoulis, Dimitrios V., Straub, Volko A., Aston, John A. D., Feng, Jianfeng
Materialtyp: Artigo
Språk:Inglês
Publicerad: Public Library of Science 2012
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC3291554/
https://ncbi.nlm.nih.gov/pubmed/22396632
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1002401
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