Evidence map›Paper›PMID 38275498›Full record

ArticleEntropy (Basel, Switzerland)2024

Neural Geometrodynamics, Complexity, and Plasticity: A Psychedelics Perspective.

Giulio Ruffini, Edmundo Lopez-Sola, Jakub Vohryzek, Roser Sanchez-Todo

Abstract read
In one paragraph

Article in Entropy (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Review
  2. Learning as the unifying mechanism of psychedelic action.Journal of psychopharmacology (Oxford, England) · 2026
    Review
  3. Article
  4. Article
  5. Structured Dynamics in the Algorithmic Agent.Entropy (Basel, Switzerland) · 2025
    Article
  6. Article
  7. Article
  8. The flattening of spacetime hierarchy of theNational science review · 2024
    Article
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

4 authors.

Giulio RuffiniBrain Modeling Department, Neuroelectrics, 08035 Barcelona, Spain.ORCID 0000-0003-3084-0177
Edmundo Lopez-SolaBrain Modeling Department, Neuroelectrics, 08035 Barcelona, Spain.ORCID 0000-0002-9062-4428
Jakub VohryzekComputational Neuroscience Group, Universitat Pompeu Fabra, 08018 Barcelona, Spain.
Roser Sanchez-TodoBrain Modeling Department, Neuroelectrics, 08035 Barcelona, Spain.ORCID 0000-0003-1580-8750

Funding

European Research Council 855109
6 · The paper itself

Abstract

We explore the intersection of neural dynamics and the effects of psychedelics in light of distinct timescales in a framework integrating concepts from dynamics, complexity, and plasticity. We call this framework neural geometrodynamics for its parallels with general relativity's description of the interplay of spacetime and matter. The geometry of trajectories within the dynamical landscape of "fast time" dynamics are shaped by the structure of a differential equation and its connectivity parameters, which themselves evolve over "slow time" driven by state-dependent and state-independent plasticity mechanisms. Finally, the adjustment of plasticity processes (metaplasticity) takes place in an "ultraslow" time scale. Psychedelics flatten the neural landscape, leading to heightened entropy and complexity of neural dynamics, as observed in neuroimaging and modeling studies linking increases in complexity with a disruption of functional integration. We highlight the relationship between criticality, the complexity of fast neural dynamics, and synaptic plasticity. Pathological, rigid, or "canalized" neural dynamics result in an ultrastable confined repertoire, allowing slower plastic changes to consolidate them further. However, under the influence of psychedelics, the destabilizing emergence of complex dynamics leads to a more fluid and adaptable neural state in a process that is amplified by the plasticity-enhancing effects of psychedelics. This shift manifests as an acute systemic increase of disorder and a possibly longer-lasting increase in complexity affecting both short-term dynamics and long-term plastic processes. Our framework offers a holistic perspective on the acute effects of these substances and their potential long-term impacts on neural structure and function.

Indexed as

complexityplasticitypsychedelics

Identifiers

PMID38275498
PMCPMC11154528

What OpenQuestion holds

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Registered trials

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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.