zjunet / Brant-X
☆20Updated 9 months ago
Alternatives and similar repositories for Brant-X:
Users that are interested in Brant-X are comparing it to the libraries listed below
- ☆60Updated last year
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆27Updated last year
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆18Updated 9 months ago
- ☆34Updated 2 months ago
- ☆35Updated last year
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆60Updated 2 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆14Updated 2 years ago
- NeurIPS 2024 poster☆25Updated 4 months ago
- Pre-trained Transformer on Brain Signals☆25Updated last year
- Matlab code for SBLEST algorithm☆42Updated last year
- ☆13Updated last year
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆46Updated 3 weeks ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆11Updated last year
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated 2 weeks ago
- ☆26Updated last year
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆14Updated 2 months ago
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆22Updated 11 months ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆12Updated 5 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆45Updated 5 months ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆47Updated 3 weeks ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆13Updated 7 months ago
- ☆14Updated 2 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆21Updated last year
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆120Updated last year
- ☆34Updated 11 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆65Updated last week
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆75Updated this week
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆55Updated 2 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆45Updated 2 years ago
- Deep Learning with EEG.☆17Updated 5 months ago