Work

True Recent History Improves Linear Prediction of Post-Stimulation Measured EEG Beyond the Current State

Year: 2026

Type: preprint

Abstract: This preprint tests whether a frozen three-dimensional mouse EEG summary is a sufficient measured state for linear prediction after cortical electrical stimulation (DANDI 000458). Under leave-one-subject-out ordinary least squares, true recent history reduced held-out error beyond the current state plus stimulation cell. True history also beat matched wrong histories at the protocol threshold; that specificity result is threshold-level and slow-state-sensitive. The finding concerns this measured state and linear predictor, not latent memory or biological validation.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.22095701

Author: Langell, Robin

Language: English

Topic: EEG and Brain-Computer Interfaces

Subfield: Cognitive Neuroscience

Field: Neuroscience

Domain: Life Sciences

Open Access status: green

OpenAlex ID: W7204205250

Cites:

Cited by:

Related to: