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Neural geometrodynamics, complexity, and plasticity: a psychedelics perspective

Neural geometrodynamics, complexity, and plasticity: a psychedelics perspective

来源:bioRxiv_logobioRxiv
英文摘要

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.

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

10.1101/2023.08.14.553258

神经病学、精神病学基础医学生物科学理论、生物科学方法

Ruffini Giulio,Vohryzek Jakub,Lopez-Sola Edmundo,Sanchez-Todo Roser.Neural geometrodynamics, complexity, and plasticity: a psychedelics perspective[EB/OL].(2025-03-28)[2025-04-26].https://www.biorxiv.org/content/10.1101/2023.08.14.553258.点此复制

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