kekehia123 / cl_sster
Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals
☆22Updated 10 months ago
Alternatives and similar repositories for cl_sster:
Users that are interested in cl_sster are comparing it to the libraries listed below
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆12Updated 7 months ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆14Updated 2 months ago
- ☆34Updated last month
- NeurIPS 2024 poster☆24Updated 3 months ago
- ☆21Updated 9 months ago
- ☆10Updated 6 months ago
- CAUEEG: Chung-Ang University Hospital EEG dataset for automatic EEG diagnosis research☆18Updated 2 years ago
- Matlab code for SBLEST algorithm☆42Updated last year
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆12Updated 5 years ago
- ☆24Updated 3 months ago
- ☆20Updated 5 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆44Updated 2 years ago
- Pre-trained Transformer on Brain Signals☆25Updated last year
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆14Updated 2 years ago
- ☆59Updated last year
- Deep Learning with EEG.☆16Updated 5 months ago
- Toward Fully-End-to-End Listened Speech Decoding from EEG Signals (Interspeech 2024)☆20Updated 3 months ago
- Explore the differences between sliding window and full-epoch models on MEG data and use PFI to uncover neuroscientific insights.☆17Updated 11 months ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated this week
- ☆62Updated last year
- ☆35Updated last year
- [CogSci 23'] Generate your neural signals from mine: individual-to-individual EEG converters☆26Updated 2 years ago
- Decode Neural signal as Speech☆34Updated 6 months ago
- ☆37Updated 4 years ago
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆24Updated 2 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆17Updated 9 months ago
- ☆26Updated last year
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆42Updated 5 months ago
- ☆13Updated last year
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆20Updated 2 years ago