guidogagl / physioex
PhysioEx, a PyTorch Lightning based library for Interpretable physiological signal classifiers
☆11Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for physioex
- ☆13Updated 2 years ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆42Updated last month
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆10Updated 3 months ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆31Updated 2 years ago
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆23Updated 2 years ago
- code for NeurIPS_competition☆27Updated 2 years ago
- ☆35Updated 3 years ago
- Code for training, evaluating, and visualizing performance of mental workload classification using fNIRS BCI sensors☆25Updated 3 years ago
- Classification of EEG signals into silence vs listening☆19Updated 2 years ago
- ☆9Updated 3 years ago
- ☆12Updated 3 months ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆11Updated 2 years ago
- ☆22Updated 3 months ago
- Graph analysis of resting state eeg data using MNE and Networkx☆17Updated 6 years ago
- ☆55Updated last year
- ☆12Updated last month
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆15Updated 5 months ago
- ECG time-series augmentations library☆24Updated last year
- ☆28Updated 11 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆12Updated 2 years ago
- Library for processing and analyizing EEG data, using tools and methods developped at ReichenbachLab☆13Updated last month
- CNN-Former model with EEG-ME for SSVEP classification☆11Updated 2 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆39Updated 2 years ago
- Toward Fully-End-to-End Listened Speech Decoding from EEG Signals (Interspeech 2024)☆16Updated 5 months ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆25Updated 3 years ago
- Deep learning model for EEG artifact removal☆59Updated 2 years ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆27Updated 4 years ago
- Python codes for applying OTDA in MI-BCI☆9Updated last month
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆23Updated 2 years ago
- M/EEG brain age benchmark paper☆24Updated last year