935963004 / LaBraM
[ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
☆347Updated last week
Alternatives and similar repositories for LaBraM:
Users that are interested in LaBraM are comparing it to the libraries listed below
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆121Updated 5 months ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆142Updated 4 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆83Updated 2 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆118Updated last year
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆46Updated last week
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆45Updated 5 months ago
- ☆99Updated 4 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆123Updated 2 months ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆252Updated last month
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆73Updated 3 weeks ago
- ☆50Updated 6 months ago
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆545Updated 9 months ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆163Updated 11 months ago
- ☆132Updated 4 months ago
- NeurIPS 24, decoding video from EEG signals☆66Updated last week
- ☆62Updated last year
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆175Updated 4 months ago
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆69Updated 4 months ago
- ☆161Updated 2 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆67Updated 4 months ago
- code for LMDA☆79Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆46Updated last week
- code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"☆193Updated 9 months ago
- [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces☆18Updated 7 months ago
- ☆24Updated 2 years ago
- i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG…☆291Updated 2 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆69Updated 8 months ago
- Unofficial implementation of EEGformer in pytorch☆16Updated 6 months ago
- NeurIPS 2024 poster☆24Updated 3 months ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆125Updated last year