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Leave-One-Trial-Out, LOTO, a general approach to link single-trial parameters of cognitive models to neural data

A key goal of model-based cognitive neuroscience is to estimate the trial-by-trial fluctuations of cognitive model parameters in order to link these fluctuations to brain signals. However, previously developed methods are limited by being difficult to implement, time-consuming, or model-specific. He...

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Detalles Bibliográficos
Autores principales: Gluth, Sebastian, Meiran, Nachshon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6392499/
https://www.ncbi.nlm.nih.gov/pubmed/30735125
http://dx.doi.org/10.7554/eLife.42607