apple / ml-famaeLinks
☆32Updated last year
Alternatives and similar repositories for ml-famae
Users that are interested in ml-famae are comparing it to the libraries listed below
Sorting:
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆62Updated 4 months ago
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆22Updated 7 months ago
- ☆38Updated 4 years ago
- (ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals☆110Updated 3 months ago
- Self-supervised learning for EEG☆26Updated 5 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Updated 2 years ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆40Updated 6 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆123Updated last week
- ☆15Updated last week
- [ICLR 2023] Code for BrainBERT☆64Updated 3 weeks ago
- A curated list of foundation models, datasets, and tools for biosignals☆71Updated 3 weeks ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆184Updated last year
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆151Updated last year
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆31Updated last year
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆48Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated 2 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆42Updated 4 years ago
- PyTorch implementation for the paper "The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG…☆13Updated 3 weeks ago
- ☆66Updated 2 years ago
- ☆42Updated 7 months ago
- The World's First Foundational Model for EEG-based Alzheimer's Disease Detection☆60Updated 8 months ago
- ☆23Updated last year
- Code for PulseImpute Challenge☆29Updated 10 months ago
- A novel contrastive split-latent permutation autoencoder (CSLP-AE) framework☆14Updated 10 months ago
- A repo documenting EEG-Dash data and its usage☆44Updated this week
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆46Updated 2 years ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆63Updated 8 months ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆74Updated 8 months ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆22Updated 2 years ago
- ☆28Updated last year