Evidence map›Paper›PMID 41890133›Full record

ArticlebioRxiv : the preprint server for biology2026

Hippocampal patterns and associative memory: Distinct intracranial EEG temporal encoding patterns support memory.

Alice M Xue, Shaw Hsu, Karen F LaRocque, Omri Raccah, Alex Gonzalez, Josef Parvizi, Anthony D Wagner

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Alice M XueDepartment of Psychology, Stanford University.ORCID 0009-0006-3176-8786
Shaw HsuBiophysics Graduate Program, Stanford University.
Karen F LaRocqueDepartment of Psychology, Stanford University.
Omri RaccahDepartment of Psychology, Yale University.ORCID 0000-0002-3393-581X
Alex GonzalezWu Tsai Human Performance Alliance, Stanford University.
Josef ParviziWu Tsai Neurosciences Institute, Stanford University.ORCID 0000-0001-8520-7948
Anthony D WagnerDepartment of Psychology, Stanford University.ORCID 0000-0003-0624-4543

Funding

Memory, Attention, and Default Mode Processes in Human Posteromedial CortexR01NS078396 · NINDS · STANFORD UNIVERSITY · PI PARVIZI, JOSEF · 2012 to 2016
$1.7M
NINDS NIH HHS R01 NS078396
6 · The paper itself

Abstract

Episodic memory depends on neural representations encoded in the hippocampus. Experimental and computational evidence suggests that the hippocampus encodes pattern-separated representations that support later recall of episodic event elements. While extant data in humans predominantly focus on assaying the relationship between the similarity of spatial neural patterns at encoding and later memory performance, similarity of neural patterns in the temporal domain may also reveal encoding computations predictive of future memory. To examine how the similarity among temporal patterns of hippocampal activity during encoding relates to later episodic retrieval (associative cued recall and recognition memory), hippocampal activity was recorded from human participants (n=7) with implanted intracranial electrodes while they encoded arbitrary (A-B) paired-associates. Subsequent memory analyses first revealed that hippocampal high-frequency broadband power (HFB; 70-180Hz) was linked to a graded increase in memory strength; HFB power was greater during the encoding of pairs later correctly recalled relative to events later recognized and was lowest for events later forgotten. Second, and critically, subsequent memory analyses further revealed that more distinctive temporal patterns in the hippocampus during encoding - indexed by the similarity of the HFB timeseries elicited by a given event to that elicited by other events - were associated with superior subsequent memory performance. Finally, exploratory analyses revealed stimulus category effects on hippocampal HFB power during encoding and retrieval cuing. These results indicate that the temporal distinctiveness of hippocampal traces during encoding is important for subsequent retrieval of episodic event elements, consistent with theories that posit that pattern separation facilitates future remembering.

Identifiers

PMID41890133
PMCPMC13015356

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.