EEG Artifact Removal

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (8 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• NEAR - Newborns EEG Artifact Removal
  15 Jan 2022 1 repository listed
  We propose Newborn EEG Artifact Removal (NEAR), a pipeline for EEG artifact removal designed explicitly for human newborns.
• IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal
  19 Nov 2021 1 repository listed
  Electroencephalography (EEG) signals are often contaminated with artifacts.
• Intracerebral EEG Artifact Identification Using Convolutional Neural Networks
  13 Aug 2018 1 repository listed
  We show that the proposed technique can be used as a generalized model for iEEG artifact detection.