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How biological attention mechanisms improve task performance in a large-scale visual system model

How does attentional modulation of neural activity enhance performance? Here we use a deep convolutional neural network as a large-scale model of the visual system to address this question. We model the feature similarity gain model of attention, in which attentional modulation is applied according...

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Detalles Bibliográficos
Autores principales: Lindsay, Grace W, Miller, Kenneth D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6207429/
https://www.ncbi.nlm.nih.gov/pubmed/30272560
http://dx.doi.org/10.7554/eLife.38105