esl-epfl / timescoringLinks
Lib for event and sample based performance metrics
☆21Updated 9 months ago
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☆24Updated 11 months ago
- ☆14Updated 11 months ago
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆112Updated 2 years ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆61Updated 3 months ago
- seizure type classification using TUH dataset☆76Updated this week
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆52Updated 2 years ago
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆71Updated 3 years ago
- Code for extracting meta data from TUH EGG corpuses and queries☆18Updated 3 years ago
- [ICLR 2023] Code for BrainBERT☆63Updated this week
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆63Updated 7 months ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆58Updated 2 years ago
- Do not sleep on traditional machine learning for sleep stage scoring☆52Updated last year
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆48Updated 2 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
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆38Updated 3 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆70Updated last year
- Hands-on tutorial on deep learning for EEG classification.☆81Updated last year
- ☆38Updated 4 years ago
- ☆42Updated 6 months ago
- Analysis of Transformer attention in EEG signal classification☆45Updated last year
- ☆66Updated 2 years ago
- PyTorch implementation for the paper "The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG…☆11Updated 4 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆168Updated last month
- 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
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆41Updated 4 years ago
- A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets☆170Updated 4 years ago
- A repo documenting EEG-Dash data and its usage☆41Updated this week
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆73Updated last year
- Analyze and manipulate EEG data using PyEEGLab.☆61Updated 4 years ago
- code for NeurIPS_competition☆28Updated 3 years ago