# Quantifying Trait-State Hierarchy in EEG Foundation Model and Signal Processing Embeddings

**Published:** November 5, 2026
**Author:** Anusha Madapura, Aditya Kommineni, Shrikanth Narayanan
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/quantifying-trait-state-hierarchy-in-eeg-foundation-model-and-signal-pro

arXiv:2611.05652v1 Announce Type: new Abstract: Electroencephalography (EEG) measures brain activity through recording electrical potentials of the scalp. EEG recordings capture two distinct sets of characteristics in the signal: (1) \emph{Traits} -- information that remains…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2611.05652)

**Tags:** #arXiv

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