When dreams feel real: the MÖBIUS model.
Paper
Loaded from Europe PMC by your browser; OSCR does not store it: doi.org · Europe PMC
The paper is loaded when this pane is shown.
The authors' code
Python · 1 line · 81 B · MIT
- """Minimal analysis utilities for REM-gating indices and MÖBIUS model plots."""
__init__.py, under MIT · at the source
Overview
- Sleep and Brain Plasticity Centre, IOPPN, King’s College London,London, UK
- Sleep Disorders Centre, Guy’s and St Thomas Hospital,London, UK
Abstract
A subset of dreams challenges long-standing distinctions between simulation and memory. These, so-called epic dreams, are defined by immersive realism, emotional neutrality, and persistent autobiographical salience, and can be subjectively indistinguishable from lived experience. They are often recalled with mnemonic authority. In this Perspective, epic dreaming is argued to reflect a systems-level failure of REM sleep’s containment architecture, namely a convergence of neuromodulatory disruption, hippocampal novelty-misclassificatio
Reproduced under the paper's license (CC BY), from the paper cited above.
Repository
Its files are read in the Code ↔ Paper reader above.
Zenodo 18620608
Availability: 1 check, the latest on 30 September 2026: the link answers (HTTP 200)
- 30 September 2026: the link answers (HTTP 200)
11 files
- mobius/
__init__.py , Python, 1 line - mobius/
io.py , Python, 39 lines - mobius/
mobius_model.py , Python, 12 lines - mobius/
plotting.py , Python, 62 lines - mobius/
rgi.py , Python, 26 lines - mobius/
stats.py , Python, 102 lines - scripts/
make_mobius_surface.py , Python, 40 lines - scripts/
run_demo.py , Python, 41 lines - scripts/
run_pipeline.py , Python, 86 lines - LICENSE, License, 21 lines
- README.md, Text, 67 lines
Code availability
Analysis scripts are archived on Zenodo (DOI: 10.5281/
Reproduced under the paper's license (CC BY), from the paper cited above.
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;
- 9 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
The datasets generated and analysed during the current study are not publicly available owing to ethical and governance restrictions. Polysomnographic recordings and associated clinical metadata are held within the Guy’s and St Thomas’ NHS Foundation Trust Electronic Research Records Interface (GERRI) under the oversight of the Clinical Research Analytics Governance Group (CRAG) and cannot be transferred outside the Trust firewall. De-identified summary metrics underlying the figures are reported in the main text and Supplementary Tables. Specific, well-founded proposals for secondary analyses under the existing ethical approval may be directed to the CRAG for consideration.
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 1, 30 September 2026: the first record
Recorded: type, language, journal, volume, issue, pages, dates, 1 author, 2 keywords, 6 MeSH terms, 1 funder, 69 references.
Cite
This paper
Rosenzweig, I. (2026). When dreams feel real: the MÖBIUS model. Communications biology, 9(1), 412. https://
BibTeX
@article{rosenzweig2026w
author = {Rosenzweig, Ivana},
title = {{When dreams feel real: the MÖBIUS model}},
journal = {Communications biology},
year = {2026},
month = mar,
volume = {9},
number = {1},
pages = {412},
publisher = {Nature Publishing Group},
issn = {2399-3642},
doi = {10.1038/
url = {https://
pmid = {41872455},
pmcid = {PMC13009209}
}
RIS
TY - JOUR
AU - Rosenzweig, Ivana
TI - When dreams feel real: the MÖBIUS model
T2 - Communications biology
J2 - Commun Biol
PY - 2026
DA - 2026/
VL - 9
IS - 1
SP - 412
SN - 2399-3642
PB - Nature Publishing Group
DO - 10.1038/
UR - https://
LA - en
ER -
CSL-JSON
{
"id": "10.1038/
"type": "article-journal",
"title": "When dreams feel real: the MÖBIUS model",
"container-title": "Communications biology",
"author": [
{
"family": "Rosenzweig",
"given": "Ivana"
}
],
"container-title-short":
"volume": "9",
"issue": "1",
"page": "412",
"DOI": "10.1038/
"PMID": "41872455",
"PMCID": "PMC13009209",
"ISSN": "2399-3642",
"publisher": "Nature Publishing Group",
"URL": "https://
"language": "en",
"issued": {
"date-parts": [
[
2026,
3,
23
]
]
}
}
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/s41467-023-41746-0 [code]
- The medial septum controls hippocampal supra-theta oscillations.Journal: Nature communicationsIn common: 7 references
- [2] doi:10.1038/s41593-023-01325-4
- Early alterations in the MCH system link aberrant neuronal activity and sleep disturbances in a mouse model of Alzheimer's disease.Journal: Nature neuroscienceIn common: sleep disorders, 5 references
- [3] doi:10.1523/jneurosci.0015-24.2024
- Exploratory Rearing Is Governed by Hypothalamic Melanin-Concentrating Hormone Neurons According to Locus Ceruleus.Journal: The Journal of neuroscience : the official journal of the Society for NeuroscienceIn common: 5 references
- [4] doi:10.1038/s41467-025-66562-6 [code]
- Spatiotemporal patterns differentiate hippocampal sharp-wave ripples from interictal epileptiform discharges in mice and humans.Journal: Nature communicationsIn common: pandas, Matplotlib, NumPy, 4 references
- [5] doi:10.1016/j.celrep.2026.117646 [code]
- Medial entorhinal-hippocampal desynchronization parallels the emergence of memory impairment in a mouse model of Alzheimer's disease pathology.Journal: Cell reportsIn common: pandas, Matplotlib, NumPy, 4 references
- [6] doi:10.7554/elife.85488 [code]
- Differential ripple propagation along the hippocampal longitudinal axis.Journal: eLifeIn common: pandas, Matplotlib, NumPy, cognitive, 4 references
- [7] doi:10.1093/pnasnexus/pgae078 [code]
- Hippocampal replay sequence governed by spontaneous brain-wide dynamics.Journal: PNAS nexusIn common: pandas, Matplotlib, NumPy, 4 references
- [8] doi:10.1016/j.celrep.2025.115714
- The ventral CA2 region of the hippocampus and its differential contributions to social memory and social aggression.Journal: Cell reportsIn common: cognitive, 4 references
- [9] doi:10.1038/s41467-023-37248-8 [code]
- Activation of the CA2-ventral CA1 pathway reverses social discrimination dysfunction in Shank3B knockout mice.Journal: Nature communicationsIn common: pandas, Matplotlib, NumPy, 3 references
- [10] doi:10.1038/s41467-026-77318-1 [code]
- Offline generative network reconfiguration guides insight-like accelerated learning by assimilation into schema in rats.Journal: Nature communicationsIn common: pandas, Matplotlib, 4 references
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, 9 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:c18899d1c38b7be0…
Add the badge to the code's README
If you are an author or a maintainer of this paper's code, you can add this badge. It says what OSCR knows of the paper (its code, its validated tracing map) and links the code to this page. Paste one of these snippets under the README's title. Keep the two marks around it, so that the badge can be replaced in place and is never added twice. OSCR changes nothing in your repository.
Markdown
<!-- oscr-badge:start -->
[](https://openscicode.org/badge/doi/10.1038/s42003-026-09781-x)
<!-- oscr-badge:end -->reStructuredText
.. oscr-badge:start
.. image:: https://openscicode.org/badge/doi/10.1038/s42003-026-09781-x.svg
:target: https://openscicode.org/badge/doi/10.1038/s42003-026-09781-x
:alt: OSCR
.. oscr-badge:endHTML
<!-- oscr-badge:start -->
<a href="https://openscicode.org/badge/doi/10.1038/s42003-026-09781-x"><img src="https://openscicode.org/badge/doi/10.1038/s42003-026-09781-x.svg" alt="OSCR"></a>
<!-- oscr-badge:end -->If you choose to, you can have the badge kept up to date for you, with oscr badge --write from the command line or with the GitHub Action in your repository's workflows. Every other form and option (a card, AsciiDoc, LaTeX, shields.io) is on the badge page.
Request its removal
To ask OSCR to remove this record, the copies of its authors' scripts or its tracing map, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).
Discussion, reproductions, activity
Discussion: code errors and mismatches between the code and the paper about this paper and its code, from readers and its authors, beside the paper and its tracing map.
Report a mismatch between the code and the paper · Report a code error (signed in)
Reproductions: reports from readers who ran the authors' code and did not get the paper's result, what they ran, with which environment, commit and data.
Report a reproduction failure (signed in)
Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.
