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Neural Geometrodynamics, Complexity, and Plasticity: a Psychedelics Perspective

G. Ruffini, E. Lopez-Sola, Jakub Vohryzek, R. Sanchez-Todo

P1·Computational Neuropsychiatry & NeurophenomenologyP5·Digital Physics & Algorithmic Information TheoryL2·MathematicsL6·Brains
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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 of the acute effects of these substances and their potential long-term impacts on neural structure and function.

A multiscale dynamical-systems framework coupling neural state, connectivity, and metaplasticity, named in analogy with Wheeler's geometrodynamics in GR.

\textbf{Three coupled equations across timescales.} \begin{align*} \text{Fast (ms):} \quad & \dot x = f(x; w, \eta(t)) && \text{state on landscape}\ \text{Slow (hours):} \quad & \dot w = \psi(w; \gamma) + h(x, w; \alpha) && \text{connectodynamics}\ \text{Ultraslow:} \quad & \dot \theta = \xi(x, w, \theta; \mu(t)),\ \theta = (\alpha, \gamma) && \text{metaplasticity} \end{align*} The first separates \emph{state-independent} (ψ\psi) and \emph{state-dependent / Hebbian} (hh) plasticity; the second lets the plasticity controls themselves evolve (Abraham 1996). Trajectories lie on a reduced \emph{invariant manifold}---the \emph{dynamical landscape}--- whose shape is set by ww.

\textbf{GR analogy.} State xx \leftrightarrow stress--energy TμνT_{\mu\nu}; connectivity ww \leftrightarrow metric gμνg_{\mu\nu}; state equation \leftrightarrow geodesic equation; connectodynamics \leftrightarrow Einstein field equations; metaplasticity \leftrightarrow variable ``constants'' (GG, Λ\Lambda, cc). Limit of the analogy: in GR the metric responds faster than matter, the opposite of brain.

\textbf{Psychedelics as a test case.} 5-HT2A_{2A} agonism on Layer-V cortical pyramidal cells (steep anteroposterior gradient) raises excitability \rightarrow effective rewiring captured as a rapid ψ(w;γ)\psi(w;\gamma) kick. \begin{itemize}\itemsep -2pt \item \textbf{Acute phase}: landscape \emph{flattens} (REBUS / Entropic Brain); state escapes local minima; complexity and disorder rise (Lempel--Ziv, fractal dimension, Ising temperature in EEG/fMRI BOLD). \item \textbf{Post-acute window of plasticity}: state-dependent term hh is upregulated via BDNF/TrkB (independent of 5-HT2A_{2A} in mice); newly explored attractors consolidate into the landscape; sensory input, psychotherapy, or tES (η(t)\eta(t)) can steer the consolidation. \end{itemize}

\textbf{Psychopathology link (CANAL).} Trauma deepens a maladaptive minimum (``canalization''); rigidity is mutually reinforced by slow Hebbian consolidation. Psychedelics flatten and \emph{de-canalize}, opening a plasticity window for therapeutic re-sculpting---an interventional mechanism distinct from drugs that only alter fast-time dynamics.

\textbf{Speculative extension: ``psychedelic wormholes''.} Sufficiently large landscape deformations cross a \emph{topological tipping point}, connecting otherwise unreachable basins---analogous to Einstein--Rosen bridges. Sharp changes in topology (Euler characteristic, Betti numbers) would be the signature.

\textbf{Characterizing the landscape.} Variational autoencoders for latent manifolds; topological data analysis (Betti numbers, persistent homology) for global structure; Lie-group / differential-geometric tools for symmetry constraints imposed by world-tracking (cf.\ KT in WP0101). Open question: does hierarchical processing produce a hierarchically structured manifold topology?

\textbf{Take-away.} Neural geometrodynamics offers a single language for fast dynamics, plasticity, and metaplasticity, and recasts psychedelic action as a coupled state-and-landscape transformation---linking acute complexity increases to durable structural change.

Zenodo
10.5281/zenodo.21009612
DOI
10.5281/zenodo.21009613
Publication
https://www.mdpi.com/1099-4300/26/1/90
WP ID
WP0104
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completed
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internal
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open
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closed
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DOI
10.5281/zenodo.21009613
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drive_legacy
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WP0104
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