| EEGdenoiseNet: A benchmark dataset for end-to-end deep learning solutions of EEG denoising | Sep 24, 2020 | Deep LearningDenoising | CodeCode Available | 1 | 5 |
| Embedding Decomposition for Artifacts Removal in EEG Signals | Dec 2, 2021 | DecoderDenoising | CodeCode Available | 1 | 5 |
| DTP-Net: Learning to Reconstruct EEG signals in Time-Frequency Domain by Multi-scale Feature Reuse | Nov 27, 2023 | Brain Computer InterfaceDenoising | CodeCode Available | 1 | 5 |
| EEGDiR: Electroencephalogram denoising network for temporal information storage and global modeling through Retentive Network | Mar 20, 2024 | DenoisingEEG | CodeCode Available | 0 | 5 |
| Improved robust weighted averaging for event-related potentials in EEG | Sep 18, 2019 | EEGEEG Denoising | CodeCode Available | 0 | 5 |
| A multi-artifact EEG denoising by frequency-based deep learning | Oct 26, 2023 | Deep LearningDenoising | —Unverified | 0 | 0 |
| Orthogonal Features Based EEG Signals Denoising Using Fractional and Compressed One-Dimensional CNN AutoEncoder | Apr 16, 2021 | DenoisingEEG | —Unverified | 0 | 0 |
| ART: Artifact Removal Transformer for Reconstructing Noise-Free Multichannel Electroencephalographic Signals | Sep 11, 2024 | Brain Computer InterfaceComponent Classification | —Unverified | 0 | 0 |
| Automatic Muscle Artifacts Identification and Removal from Single-Channel EEG Using Wavelet Transform with Meta-heuristically Optimized Non-local Means Filter | Jan 5, 2022 | Brain Computer InterfaceDenoising | —Unverified | 0 | 0 |
| Deep learning denoising for EOG artifacts removal from EEG signals | Sep 12, 2020 | Deep LearningDenoising | —Unverified | 0 | 0 |
| Denoising Time Series Data Using Asymmetric Generative Adversarial Networks | Jun 17, 2018 | DenoisingEEG | —Unverified | 0 | 0 |
