willxxy / awesome-mmpsLinks
Corpus of resources for multimodal machine learning with physiological signals (mmps).
☆140Updated last month
Alternatives and similar repositories for awesome-mmps
Users that are interested in awesome-mmps are comparing it to the libraries listed below
Sorting:
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆175Updated 2 years ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆118Updated 3 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆238Updated this week
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆256Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆62Updated 3 months ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆80Updated 2 months ago
- IEEE Transactions on Affective Computing, 2022☆28Updated 2 years ago
- ☆38Updated 4 years ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆518Updated 3 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆65Updated 7 months ago
- The World's First Foundational Model for EEG-based Alzheimer's Disease Detection☆71Updated 10 months ago
- ☆43Updated last year
- ☆32Updated last year
- ☆26Updated last year
- EEG-Audio-Video Dataset for Emotion Recognition in Conversations☆36Updated last year
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆99Updated 6 months ago
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆85Updated 7 months ago
- [EMNLP 2023] An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram☆29Updated 2 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆54Updated 2 years ago
- ☆49Updated 8 months ago
- ☆46Updated 10 months ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆187Updated 5 months ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆30Updated last year
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆25Updated last year
- ☆26Updated last year
- Pre-trained Transformer on Brain Signals☆36Updated last month
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆45Updated last year
- ☆71Updated last year
- [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆30Updated last year
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆73Updated last year