Examples

Split Dataset Example

Load and save dataset example

MNE Dataset Example

Custom Dataset Example

Multiple discrete targets with the TUH EEG Corpus

Benchmarking preprocessing with parallelization and serialization

MOABB Dataset Example

Regression example on fake data

Process a big data EEG resource (TUH EEG Corpus)

Sleep staging on the Sleep Physionet dataset using U-Sleep network

Data Augmentation on BCIC IV 2a Dataset

Sleep staging on the Sleep Physionet dataset using Eldele2021

Sleep staging on the Sleep Physionet dataset using Chambon2018 network

Trialwise Decoding on BCIC IV 2a Dataset

Cropped Decoding on BCIC IV 2a Dataset

Fingers flexion decoding on BCIC IV 4 ECoG Dataset

Benchmarking eager and lazy loading

Fingers flexion cropped decoding on BCIC IV 4 ECoG Dataset

Self-supervised learning on EEG with relative positioning