Structure, Dynamics, and Neural Codes in a Bat Social Network.
Overview
Abstract
Group formation and maintenance are critical for the survival of social organisms. We investigated a colony of highly social, wild Egyptian fruit bats in a laboratory‐based cave to comprehensively characterize how their social networks evolve and stabilize over weeks and months. Using state‐of‐the‐art tracking methods and videography, we documented the identities, locations, and social interactions between individual bats. We characterized the structure of social networks based on proximity‐based social affiliation and rate of social interactions—and found that the network structure evolved dynamically over a few days after the formation or alteration of the group, and subsequently stabilized. Social dominance relationships initially evolved and then remained stable over several months and were reflected in several aspects of the bats’ natural behavior, such as the monopolization of food resources and sleeping arrangements. We also conducted wireless single‐unit neural recordings in this freely behaving social colony and investigated hippocampal CA1 neurons. A subset of neurons encoded the relative (egocentric) location of other individuals and tracked the directions and distances to them. These egocentric neurons encoded more strongly high‐hierarchy bats. Overall, after an initial dynamic period of group formation, the bats established a highly structured and stable social network, which was reflected in their neural codes.
Reproduced under the paper's license (CC BY), from the paper cited above.
Code
No file of the authors' code could be read here: it is described below, and read at its source.
Zenodo 13938638
Availability: 1 check, the latest on 28 September 2026: the link answers (HTTP 200)
- 28 September 2026: the link answers (HTTP 200)
Tracing map
Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.
What the map holds:
- 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
- 0 scripts, each with its path and the digest of its content;
- no match between paragraphs and code yet;
- neither the text of the paper nor the code itself.
Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.
Data
No dataset and no data link were found in the paper.
Data Availability Statement
The data used in this study are archived on the servers of the Weizmann Institute of Science and are available from the corresponding author on reasonable request.
Reproduced under the paper's license (CC BY), from the paper cited above.
Versions
The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.
Version 2, 28 September 2026
- Publisher: n/a → Wiley
Version 1, 28 September 2026: the first record
Recorded: type, language, journal, volume, issue, pages, dates, 3 authors, 5 keywords, 6 MeSH terms, 1 funder, 35 references.
Cite
This paper
Ray, S., Las, L., & Ulanovsky, N. (2026). Structure, Dynamics, and Neural Codes in a Bat Social Network. Annals of the New York Academy of Sciences, 1558(1), e70250. https://
BibTeX
@article{ray2026structur
author = {Ray, Saikat and Las, Liora and Ulanovsky, Nachum},
title = {{Structure, Dynamics, and Neural Codes in a Bat Social Network}},
journal = {Annals of the New York Academy of Sciences},
year = {2026},
month = apr,
volume = {1558},
number = {1},
pages = {e70250},
publisher = {Wiley},
issn = {0077-8923},
doi = {10.1111/
url = {https://
pmid = {41945455},
pmcid = {PMC13056021}
}
RIS
TY - JOUR
AU - Ray, Saikat
AU - Las, Liora
AU - Ulanovsky, Nachum
TI - Structure, Dynamics, and Neural Codes in a Bat Social Network
T2 - Annals of the New York Academy of Sciences
J2 - Ann N Y Acad Sci
PY - 2026
DA - 2026/
VL - 1558
IS - 1
SP - e70250
SN - 0077-8923
PB - Wiley
DO - 10.1111/
UR - https://
LA - en
ER -
CSL-JSON
{
"id": "10.1111/
"type": "article-journal",
"title": "Structure, Dynamics, and Neural Codes in a Bat Social Network",
"container-title": "Annals of the New York Academy of Sciences",
"author": [
{
"family": "Ray",
"given": "Saikat"
},
{
"family": "Las",
"given": "Liora"
},
{
"family": "Ulanovsky",
"given": "Nachum"
}
],
"container-title-short":
"volume": "1558",
"issue": "1",
"page": "e70250",
"DOI": "10.1111/
"PMID": "41945455",
"PMCID": "PMC13056021",
"ISSN": "0077-8923",
"publisher": "Wiley",
"URL": "https://
"language": "en",
"issued": {
"date-parts": [
[
2026,
4,
1
]
]
}
}
The tracing map gets a citation of its own once an author has validated it and it has a DOI.
Similar papers
The papers with a page that share the most with this one: the tools found in their code, their categories, datasets, cited references and authors, the rarest counting most.
- [1] doi:10.1038/s41586-026-10537-0 [code]
- Sparse-to-dense coding transformation between hippocampal areas CA3 and CA1.Journal: NatureIn common: systems, 3 references, author Nachum Ulanovsky
- [2] doi:10.1016/j.isci.2026.116498 [code]
- The Tower Foraging Park: A paradigm for studying cognitive and motor processes underlying behavioral flexibility in freely moving mice.Journal: iScienceIn common: 2 references
- [3] doi:10.1038/s42003-026-10060-y
- Orbitofrontal PV interneurons modulate social interaction via default mode network dynamics.Journal: Communications biologyIn common: systems, 1 reference
- [4] doi:10.1038/s41593-026-02292-2
- Individual differences in prosocial learning are represented in the hippocampal dorsal CA1.Journal: Nature neuroscienceIn common: systems, 1 reference
- [5] doi:10.1038/s41593-026-02318-9 [code]
- Induction of cortical on/
off periods in awake mice fulfills sleep functions. Journal: Nature neuroscienceIn common: 1 reference - [6] doi:10.1038/s42256-026-01254-4 [code]
- Neural sampling from cognitive maps enables goal-directed imagination and planning.Journal: Nature machine intelligenceIn common: 1 reference
- [7] doi:10.1038/s41586-026-10301-4 [code]
- Dopaminergic mechanisms of dynamical social specialization.Journal: NatureIn common: 1 reference
- [8] doi:10.7554/elife.109571 [code]
- Rank- and threat-dependent social modulation of innate defensive behaviors.Journal: eLifeIn common: 1 reference
- [9] doi:10.7554/elife.105528 [code]
- Functional specialization of mPFC-BLA and mPFC-NAc pathways in affective state representation.Journal: eLifeIn common: 1 reference
- [10] doi:10.1016/j.isci.2026.116782
- Region-specific neural activity changes and hierarchical instability following social isolation.Journal: iScienceIn common: 1 reference
Contribute
The authors of this paper can claim it, correct its record and validate its tracing map, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to OSCR's own machine, which answers it; your account page follows them.
Sign in with ORCID to claim this paper as one of its authors, correct its record or validate its tracing map: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.
Claim this paper
Correct its record
Say what each link of this record is, remove the ones that are not the paper's, add the ones that are missing. The correction becomes a new version of the record, in its Versions section.
Validate its tracing map
You validate the map as this page shows it: 1 repository of the authors' code, each at its verified commit and with its license, 0 scripts, and 0 matches between paragraphs and code (see the Code and Map sections). It then receives a DOI on Zenodo, with you (your ORCID iD) and OSCR as its creators; the code itself is not deposited.
The map's fingerprint: sha256:ba8b955cb9f0d713…
Add the badge to its README
The badge links the code to this page. Copy one of these into the README of the paper's code: only you decide where it goes, and nothing is changed for you.
Markdown
[.
Discussion, reproductions, activity
Discussion: questions and error reports about this paper and its code, from signed-in readers and its authors. It opens with sign-in.
Reproductions: reports from readers who ran the authors' code: what they reproduced, with which environment, commit and data. It opens with sign-in.
Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.
