esl-epfl / timescoringLinks
Lib for event and sample based performance metrics
☆22Updated last year
Alternatives and similar repositories for timescoring
Users that are interested in timescoring are comparing it to the libraries listed below
Sorting:
- Framework for the validation of EEG based automated seizure detection algorithms☆25Updated last year
- ☆17Updated last week
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆117Updated 2 years ago
- seizure type classification using TUH dataset☆79Updated 3 months ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆70Updated 6 months ago
- A library with tools for EEG analysis☆69Updated 2 months ago
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆53Updated 2 years ago
- Do not sleep on traditional machine learning for sleep stage scoring☆52Updated 2 years ago
- Tools for working with the Temple University Hospital EEG Corpus☆17Updated 5 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆60Updated 3 years ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆18Updated 6 months ago
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆75Updated 3 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆53Updated 2 years ago
- M/EEG brain age benchmark paper☆29Updated 2 years ago
- ☆69Updated 2 years ago
- PhysioEx, a PyTorch Lightning based library for Interpretable physiological signal classifiers☆23Updated 2 months ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆70Updated 10 months ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆43Updated 3 years ago
- A curated list of foundation models, datasets, and tools for biosignals☆97Updated this week
- ☆46Updated 10 months ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆74Updated last month
- Analyze and manipulate EEG data using PyEEGLab.☆63Updated 5 years ago
- Code for extracting meta data from TUH EGG corpuses and queries☆22Updated 3 years ago
- [ICLR 2023] Code for BrainBERT☆69Updated last month
- Automated seizure detection algorithm for neonatal EEG☆43Updated 6 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆43Updated 4 years ago
- code for NeurIPS_competition☆28Updated 3 years ago
- A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets☆178Updated 4 years ago
- ECoG/EEG neural network decoder that can generalize to unseen participants and recording modalities. Replicates our published results: ht…☆30Updated 4 years ago
- Self-supervised learning for EEG☆28Updated 5 years ago