
Xi–αNET Connects Brain Wiring to EEG Rhythms Across the Lifespan
A multinational study introduces Xi–αNET, a generative model that links EEG signals (the background ξ and alpha rhythms) to the brain’s physical wiring and axonal conduction delays across ages 5–100 using the HarMNqEEG dataset. The findings show alpha frequency scales with myelin-driven conduction speed, producing a U-shaped trajectory of conduction delays with age and slower rhythms in older adults; the model also detects Parkinson’s-related alpha slowing, highlighting potential EEG-based brain-health benchmarks and early disease flagging via normative charts.













