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  Generative replay underlies compositional inference in the hippocampal-prefrontal circuit

Schwartenbeck, P., Baram, A., Liu, Y., Mark, S., Muller, T., Dolan, R. J., et al. (2023). Generative replay underlies compositional inference in the hippocampal-prefrontal circuit. Cell, 186(22), 4885-4897.e14. doi:10.1016/j.cell.2023.09.004.

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Genre: Zeitschriftenartikel

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https://doi.org/10.1016/j.cell.2023.09.004 (Verlagsversion)
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 Urheber:
Schwartenbeck, Philipp, Autor
Baram, Alon, Autor
Liu, Yunzhe, Autor
Mark, Shirley, Autor
Muller, Timothy, Autor
Dolan, Raymond J.1, Autor                 
Botvinick, Matthew, Autor
Kurth-Nelson, Zeb1, Autor           
Behrens, Timothy, Autor
Affiliations:
1Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany, and London, UK, Max Planck Institute for Human Development, Max Planck Society, ou_2205641              

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 Zusammenfassung: Human reasoning depends on reusing pieces of information by putting them together in new ways. However, very little is known about how compositional computation is implemented in the brain. Here, we ask participants to solve a series of problems that each require constructing a whole from a set of elements. With fMRI, we find that representations of novel constructed objects in the frontal cortex and hippocampus are relational and compositional. With MEG, we find that replay assembles elements into compounds, with each replay sequence constituting a hypothesis about a possible configuration of elements. The content of sequences evolves as participants solve each puzzle, progressing from predictable to uncertain elements and gradually converging on the correct configuration. Together, these results suggest a computational bridge between apparently distinct functions of hippocampal-prefrontal circuitry and a role for generative replay in compositional inference and hypothesis testing.

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 Datum: 2023-092023-10-26
 Publikationsstatus: Erschienen
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 Ort, Verlag, Ausgabe: -
 Inhaltsverzeichnis: -
 Art der Begutachtung: Expertenbegutachtung
 Identifikatoren: DOI: 10.1016/j.cell.2023.09.004
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Titel: Cell
Genre der Quelle: Zeitschrift
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Ort, Verlag, Ausgabe: -
Seiten: - Band / Heft: 186 (22) Artikelnummer: - Start- / Endseite: 4885 - 4897.e14 Identifikator: -