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Andrea Luppi

2 papers in the library · 25 citations · publishing 2023-2025

Papers

Metastability demystified — the foundational past, the pragmatic present, and the potential future

Preprints.org July 21, 2023 Fran Hancock, Fernando E. Rosas, Mengsen Zhang et al. 16 citations preprint

Healthy brain function requires a balance between stable integration across brain areas for coordinated activity and brief periods of desynchronization that allow subsystems to reconfigure and express specialized functions. Metastability, a concept from statistical physics and dynamical systems theory, has been proposed as a key signature of this balance. Neuroscience research has used markers of metastability to study cognitive performance, healthy aging, meditation, sleep, responses to drugs, and to characterize psychiatric conditions and disorders of consciousness. However, the term is often used heuristically or inaccurately, making the literature difficult to navigate. This paper provides a comprehensive review of metastability in neuroscience, covering its scientific and historical foundations, practical estimators, and a critical analysis of recent theoretical developments to clarify misconceptions.

LSD flattens the hierarchy of directed information flow in fast whole-brain dynamics.

Imaging Neurosci (Camb) January 3, 2025 Kenneth Shinozuka, Prejaas K.b. Tewarie, Andrea Luppi et al. 9 citations

LSD weakens the brain's usual hierarchy of information flow by making neural communication more balanced between sending and receiving signals. Using magnetoencephalography (MEG) data from 16 healthy adults given 75 micrograms of LSD intravenously, researchers measured directed functional connectivity under four conditions (eyes-closed with or without music, eyes-open with or without video). Across the whole brain, LSD reduced the asymmetry of directed connectivity over time. Machine learning classifiers distinguished LSD from placebo more accurately using hierarchy metrics than traditional connectivity measures. These results indicate that LSD flattens the brain's hierarchical information processing by increasing the balance between senders and receivers of neural signals.