Skip to content

Xi-Nian Zuo

IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, 100875, China.

1 paper in the library · 3 citations · publishing 2026

Papers

Illuminating brain's "dark energy": a living lens of spontaneous slow oscillations. reply to comments on 'dark brain energy: toward an integrative model of spontaneous slow oscillations'.

Physics of life reviews January 21, 2026 Zhu-Qing Gong, Xi-Nian Zuo 3 citations

Spontaneous slow oscillations (SSOs) across six frequency bands have a three-layer hierarchical structure that links spectral architecture to functional roles and neurocognitive processes. Commentaries from diverse fields highlight five key themes: how SSOs relate to consciousness, their geometric foundations, evolutionary and metabolic mechanisms, mathematical modeling of traveling waves that generate SSOs, and implications for brain-inspired intelligence. Integrating these perspectives refines the original model and points toward future research directions.