935963004 / LaBraM
[ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
☆326Updated 2 weeks ago
Alternatives and similar repositories for LaBraM:
Users that are interested in LaBraM are comparing it to the libraries listed below
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆137Updated 3 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆106Updated 5 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆43Updated 4 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆66Updated last month
- ☆96Updated 4 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆115Updated last year
- ☆130Updated 3 months ago
- ☆62Updated last year
- code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"☆190Updated 9 months ago
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆531Updated 8 months ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆119Updated last month
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆34Updated this week
- Attention temporal convolutional network for EEG-based motor imagery classification☆237Updated last week
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆160Updated 10 months ago
- NeurIPS 24, decoding video from EEG signals☆62Updated 2 months ago
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆172Updated 4 months ago
- Decode Neural signal as Speech☆34Updated 5 months ago
- ☆160Updated 2 years ago
- NeurIPS 2024 poster☆24Updated 3 months ago
- code for LMDA☆78Updated last year
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆81Updated 3 months ago
- A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.☆12Updated 3 weeks ago
- ☆44Updated 5 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆66Updated this week
- [ICLR 2023] Code for BrainBERT☆50Updated 2 months ago
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆64Updated 3 months ago
- i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG…☆288Updated 2 years ago
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆184Updated last year
- ☆33Updated last year
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆69Updated 8 months ago