willxxy / awesome-mmps
Corpus of resources for multimodal machine learning with physiological signals (mmps).
☆64Updated this week
Alternatives and similar repositories for awesome-mmps:
Users that are interested in awesome-mmps are comparing it to the libraries listed below
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆112Updated last year
- ☆33Updated last year
- ☆37Updated 4 years ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆133Updated 3 months ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆42Updated 4 months ago
- Pre-trained Transformer on Brain Signals☆24Updated last year
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆56Updated last month
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆99Updated 4 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆64Updated 3 weeks ago
- ☆33Updated 3 weeks ago
- ☆17Updated 8 months ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆45Updated last year
- NeurIPS 2024 poster☆23Updated 2 months ago
- Official PyTorch repository for Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, ICASSPW 2023.☆57Updated last year
- IEEE Transactions on Affective Computing, 2022☆25Updated last year
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆42Updated last year
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆26Updated last year
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆51Updated last month
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆38Updated 3 months ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆45Updated last year
- ☆59Updated last year
- [ICLR 2023] Code for BrainBERT☆49Updated last month
- [EMNLP 2023] An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram☆29Updated last year
- ☆12Updated last year
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆26Updated 2 months ago
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆19Updated 9 months ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Updated last year
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆13Updated 2 years ago