Context-dependent extinction learning emerging from raw sensory inputs: a reinforcement learning approach

The context-dependence of extinction learning has been well studied and requires the hippocampus. However, the underlying neural mechanisms are still poorly understood. Using memory-driven reinforcement learning and deep neural networks, we developed a model that learns to navigate autonomously in b...

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Detalles Bibliográficos
Autores principales: Walther, Thomas, Diekmann, Nicolas, Vijayabaskaran, Sandhiya, Donoso, José R., Manahan-Vaughan, Denise, Wiskott, Laurenz, Cheng, Sen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7851139/
https://www.ncbi.nlm.nih.gov/pubmed/33526840
http://dx.doi.org/10.1038/s41598-021-81157-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7851139/
https://www.ncbi.nlm.nih.gov/pubmed/33526840
http://dx.doi.org/10.1038/s41598-021-81157-z

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