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Effective Reduced Diffusion-Models: A Data Driven Approach to the Analysis of Neuronal Dynamics
We introduce in this paper a new method for reducing neurodynamical data to an effective diffusion equation, either experimentally or using simulations of biophysically detailed models. The dimensionality of the data is first reduced to the first principal component, and then fitted by the stationar...
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| Main Authors: | , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Public Library of Science
2009
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2778141/ https://ncbi.nlm.nih.gov/pubmed/19997490 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1000587 |
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