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Likelihood approximation networks (LANs) for fast inference of simulation models in cognitive neuroscience

In cognitive neuroscience, computational modeling can formally adjudicate between theories and affords quantitative fits to behavioral/brain data. Pragmatically, however, the space of plausible generative models considered is dramatically limited by the set of models with known likelihood functions....

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Detalles Bibliográficos
Autores principales: Fengler, Alexander, Govindarajan, Lakshmi N, Chen, Tony, Frank, Michael J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8102064/
https://www.ncbi.nlm.nih.gov/pubmed/33821788
http://dx.doi.org/10.7554/eLife.65074

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