Associative memory retrieval modulates upcoming perceptual decisions
Expectations can inform fast, accurate decisions. But what informs expectations? Here we test the hypothesis that expectations are set by dynamic inference from memory. Participants performed a cue-guided perceptual decision task with independently-varying memory and sensory evidence. Cues establish...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , , |
| منشور في: |
2023
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| الموضوعات: | |
| الوصول للمادة أونلاين: | https://depot.sorbonne.ae/handle/20.500.12458/1475 |
| الوسوم: |
إضافة وسم
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| _version_ | 1857415063999086592 |
|---|---|
| author | Bornstein, Aaron M. |
| author2 | Aly, Mariam Feng, Samuel Turk-Browne, Nicholas B. Norman, Kenneth A. Cohen, Jonathan D. |
| author2_role | author author author author author |
| author_facet | Bornstein, Aaron M. Aly, Mariam Feng, Samuel Turk-Browne, Nicholas B. Norman, Kenneth A. Cohen, Jonathan D. |
| author_role | author |
| dc.creator.none.fl_str_mv | Bornstein, Aaron M. Aly, Mariam Feng, Samuel Turk-Browne, Nicholas B. Norman, Kenneth A. Cohen, Jonathan D. |
| dc.date.none.fl_str_mv | 2023 2024-02-22T06:39:50Z 2024-02-22T06:39:50Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | 1530-7026 1531-135X https://depot.sorbonne.ae/handle/20.500.12458/1475 10.3758/s13415-023-01092-6 |
| dc.language.none.fl_str_mv | en |
| dc.relation.none.fl_str_mv | Cognitive, Affective, & Behavioral Neuroscience |
| dc.subject.none.fl_str_mv | Perceptual decisions Sequential sampling Memory |
| dc.title.none.fl_str_mv | Associative memory retrieval modulates upcoming perceptual decisions |
| dc.type.none.fl_str_mv | Controlled Vocabulary for Resource Type Genres::text::periodical::journal::contribution to journal::journal article |
| description | Expectations can inform fast, accurate decisions. But what informs expectations? Here we test the hypothesis that expectations are set by dynamic inference from memory. Participants performed a cue-guided perceptual decision task with independently-varying memory and sensory evidence. Cues established expectations by reminding participants of past stimulus-stimulus pairings, which predicted the likely target in a subsequent noisy image stream. Participant’s responses used both memory and sensory information, in accordance to their relative reliability. Formal model comparison showed that the sensory inference was best explained when its parameters were set dynamically at each trial by evidence sampled from memory. Supporting this model, neural pattern analysis revealed that responses to the probe were modulated by the specific content and fidelity of memory reinstatement that occurred before the probe appeared. Together, these results suggest that perceptual decisions arise from the continuous sampling of memory and sensory evidence. |
| id | sorbonner_970eba4e06cdd86d6e3eef602f3362ed |
| identifier_str_mv | 1530-7026 1531-135X 10.3758/s13415-023-01092-6 |
| language_invalid_str_mv | en |
| network_acronym_str | sorbonner |
| network_name_str | Sorbonne University Abu Dhabi repository |
| oai_identifier_str | oai:depot.sorbonne.ae:20.500.12458/1475 |
| publishDate | 2023 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Associative memory retrieval modulates upcoming perceptual decisionsBornstein, Aaron M.Aly, MariamFeng, SamuelTurk-Browne, Nicholas B.Norman, Kenneth A.Cohen, Jonathan D.Perceptual decisionsSequential samplingMemoryExpectations can inform fast, accurate decisions. But what informs expectations? Here we test the hypothesis that expectations are set by dynamic inference from memory. Participants performed a cue-guided perceptual decision task with independently-varying memory and sensory evidence. Cues established expectations by reminding participants of past stimulus-stimulus pairings, which predicted the likely target in a subsequent noisy image stream. Participant’s responses used both memory and sensory information, in accordance to their relative reliability. Formal model comparison showed that the sensory inference was best explained when its parameters were set dynamically at each trial by evidence sampled from memory. Supporting this model, neural pattern analysis revealed that responses to the probe were modulated by the specific content and fidelity of memory reinstatement that occurred before the probe appeared. Together, these results suggest that perceptual decisions arise from the continuous sampling of memory and sensory evidence.2024-02-22T06:39:50Z2024-02-22T06:39:50Z2023Controlled Vocabulary for Resource Type Genres::text::periodical::journal::contribution to journal::journal articleapplication/pdf1530-70261531-135Xhttps://depot.sorbonne.ae/handle/20.500.12458/147510.3758/s13415-023-01092-6enCognitive, Affective, & Behavioral Neuroscienceoai:depot.sorbonne.ae:20.500.12458/14752024-02-22T18:00:28Z |
| spellingShingle | Associative memory retrieval modulates upcoming perceptual decisions Bornstein, Aaron M. Perceptual decisions Sequential sampling Memory |
| title | Associative memory retrieval modulates upcoming perceptual decisions |
| title_full | Associative memory retrieval modulates upcoming perceptual decisions |
| title_fullStr | Associative memory retrieval modulates upcoming perceptual decisions |
| title_full_unstemmed | Associative memory retrieval modulates upcoming perceptual decisions |
| title_short | Associative memory retrieval modulates upcoming perceptual decisions |
| title_sort | Associative memory retrieval modulates upcoming perceptual decisions |
| topic | Perceptual decisions Sequential sampling Memory |
| url | https://depot.sorbonne.ae/handle/20.500.12458/1475 |