braindecode.augmentation.functional.channels_permute¶
- braindecode.augmentation.functional.channels_permute(X, y, permutation)¶
Permute EEG channels according to fixed permutation matrix.
Suggested e.g. in [1]
- Parameters
- Xtorch.Tensor
EEG input example or batch.
- ytorch.Tensor
EEG labels for the example or batch.
- permutationlist
List of integers defining the new channels order.
- Returns
- torch.Tensor
Transformed inputs.
- torch.Tensor
Transformed labels.
References
- 1
Deiss, O., Biswal, S., Jin, J., Sun, H., Westover, M. B., & Sun, J. (2018). HAMLET: interpretable human and machine co-learning technique. arXiv preprint arXiv:1803.09702.