eeg-decoding

What problem does it solve?

This Skill turns EEG epochs into multivariate decoding results so you can answer whether (and when) information about conditions or classes is represented in the brain.

Core Features & Use Cases

• Sliding time-point decoding: train and test at each time point to produce time-resolved decoding curves (e.g., face vs object).
• Temporal generalization (train time × test time): reveal whether neural representations are transient, sustained, or reactivated over time.
• Searchlight decoding & CSP decoding: localize informational content across channels (searchlight) or decode oscillatory patterns (CSP) for frequency-band focused questions.
• Use Case: If your analysis plan claims that two conditions differ in discriminable neural patterns between 100–200 ms, use decoding to quantify peak decoding time, chance level, and statistical significance.

Quick Start

Use the eeg-decoding skill to decode a cognitive contrast by running decoding on your epoched data and producing decoding outputs for each claim in ANALYSIS_PLAN.md.