Evidence map›Paper›PMID 41676664›Full record

ArticlebioRxiv : the preprint server for biology2026

Learning of visual sequences by neurons in the human hippocampus.

Tibin John, Yajun Zhou, Ayman Aljishi, Bastian Rieck, Nicholas B Turk-Browne, Eyiyemisi C Damisah

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

6 authors.

Tibin JohnDepartment of Neurosurgery, Yale School of Medicine, New Haven, CT, USA.
Yajun ZhouDepartment of Neurosurgery, Yale School of Medicine, New Haven, CT, USA.
Ayman AljishiDepartment of Neurosurgery, Yale School of Medicine, New Haven, CT, USA.
Bastian RieckDepartment of Computer Science, University of Fribourg, Fribourg, Switzerland.
Nicholas B Turk-BrowneDepartment of Neurosurgery, Yale School of Medicine, New Haven, CT, USA.
Eyiyemisi C DamisahDepartment of Neurosurgery, Yale School of Medicine, New Haven, CT, USA.ORCID 0000-0001-8854-1335

Funding

Modeling the Neural Basis of Episodic MemoryR01MH069456 · NIMH · PRINCETON UNIVERSITY · PI KENNETH A NORMAN, Nicholas Benjamin Turk-Browne · 2004 to 2026
$7.2M
Dorsal Anterior Cingulate and Anterior Insula computations during threat avoidance in HumansR01MH138291 · NIMH · YALE UNIVERSITY · PI Eyiyemisi Damisah · 2025 to 2026
$838k
NIMH NIH HHS R01 MH069456NIMH NIH HHS R01 MH138291Wellcome Trust
6 · The paper itself

Abstract

Time is a critical component of memory and yet how the hippocampus incorporates temporal information with the sensory contents of memories remains unclear. We hypothesized that the hippocampus can learn arbitrary sequences through rapid changes in the tuning and population geometry of individual neurons to mirror the sequence structure. We recorded single-unit activity from 134 neurons in the hippocampus of 17 patients with epilepsy while they viewed sequences of visual scenes that were presented repeatedly in the same order by looping from the end to start. As the sequence repeated, hippocampal neurons that were initially responsive to one scene in the sequence began responding to the other scenes proportional to their temporal proximity. The population vectors of spiking activity across recorded hippocampal neurons for each scene came to form a high-dimensional ring topology that encoded the circular structure of the sequence in a manner that preserved the serial order of the scenes. These effects were not observed when sequences were scrambled upon each repetition to destroy temporal structure, nor in brain regions outside of the hippocampus for both structured and random sequences. These findings suggest that temporal structure governs the representation of sensory stimuli in human hippocampal neurons.

Indexed as

associative learningintracranial recordingssingle-unit electrophysiologytopological data analysis

Identifiers

PMID41676664
PMCPMC12889532

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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.