guidogagl / physioex
PhysioEx, a PyTorch Lightning based library for Interpretable physiological signal classifiers
☆16Updated this week
Alternatives and similar repositories for physioex:
Users that are interested in physioex are comparing it to the libraries listed below
- ☆15Updated 3 years ago
- Code for training, evaluating, and visualizing performance of mental workload classification using fNIRS BCI sensors☆28Updated 3 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆47Updated last year
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆52Updated 2 months ago
- The World's First Foundational Model for EEG-based Alzheimer's Disease Detection☆26Updated 2 months ago
- ☆37Updated 4 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆29Updated 3 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆34Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- ☆26Updated last year
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆24Updated 2 years ago
- ☆18Updated 4 months ago
- Starter code for using NCH Sleep DataBank☆33Updated last year
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆40Updated 4 years ago
- CAUEEG: Chung-Ang University Hospital EEG dataset for automatic EEG diagnosis research☆19Updated 2 years ago
- Scripts, packages and info supporting the Neureka Challenge 2020 submission by the team Biomed Irregulars.☆12Updated 2 years ago
- High-East / Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classificationOfficial code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆37Updated 3 years ago
- ☆53Updated last year
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆44Updated 2 years ago
- code for NeurIPS_competition☆28Updated 3 years ago
- ☆16Updated last month
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆11Updated last month
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆18Updated last month
- Analysis of Transformer attention in EEG signal classification☆43Updated 7 months ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆25Updated 3 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆118Updated last year
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆17Updated 4 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆31Updated 10 months ago