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Methods & Protocols

Signal processing, statistics, connectivity, spike trains, ERP quantification, and more. Analysis recipes (formerly Pipelines) are included below.

Core Methods

method

Phase-Locking Value (PLV)

Measure of phase synchrony between signals.

EEGIEEGLFP
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method

Morlet Time–Frequency Analysis

Time–frequency decomposition via Morlet wavelets.

EEGIEEGLFP
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method

ICA Artifact Removal

Independent Component Analysis to remove ocular/cardiac artifacts.

EEG
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Analysis Recipes (formerly Pipelines)

pipeline

EEG ERP in MNE

ERP analysis: import → filter → ICA → epoch → baseline → average → cluster-permutation stats.

EEG
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Standards & Reporting

Prefer BIDS/NWB formats; include metadata, acquisition parameters, preprocessing, and reporting checklists; provide containers and notebooks.