| Paper | Code | Pearson Correlation | ModelName | ReleaseDate |
|---|---|---|---|---|
| FingerFlex: Inferring Finger Trajectories from ECoG signals | ✓ Link | 0.67 | FingerFlex | 2022-10-23 |
| Fast and accurate decoding of finger movements from ECoG through Riemannian features and modern machine learning techniques | 0.53 | Gradient boosted trees on Riemannian features | 2022-02-25 | |
| Decoding of finger trajectory from ECoG using deep learning | 0.52 | CNN-LSTM | 2018-02-28 | |
| Interpreting wide-band neural activity using convolutional neural networks | 0.52 | Multi purpose CNN | 2021-08-02 | |
| Decoding finger flexion from band-specific ECoG signals in humans | 0.48 | Linear regression based on band-specific ECoG | 2012-06-28 | |
| Decoding and interpreting cortical signals with a compact convolutional neural network | 0.45 | Interpretable Compact CNN | 2021-03-02 | |
| Decoding finger movements from ECoG signals using switching linear models | 0.43 | Switching linear models | 2012-03-06 |