esl-epfl / timescoring
Lib for event and sample based performance metrics
☆17Updated 5 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☆19Updated 7 months ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆53Updated 2 months ago
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆68Updated 2 years ago
- [ICLR 2023] Code for BrainBERT☆52Updated 3 months ago
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆53Updated 2 years ago
- ☆34Updated 2 months ago
- Code for extracting meta data from TUH EGG corpuses and queries☆18Updated 3 years ago
- Analyze and manipulate EEG data using PyEEGLab.☆61Updated 4 years ago
- M/EEG brain age benchmark paper☆28Updated 2 years ago
- ☆18Updated 4 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆45Updated 2 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆55Updated 2 years ago
- ☆18Updated 4 years ago
- Hands-on tutorial on deep learning for EEG classification.☆74Updated last year
- code for NeurIPS_competition☆28Updated 3 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
- This project contains the code for a deep learning architecture to analyze EEG data.☆50Updated 3 months ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆34Updated 2 years ago
- Artifact Subspace Reconstruction for Python☆53Updated 11 months ago
- ECoG/EEG neural network decoder that can generalize to unseen participants and recording modalities. Replicates our published results: ht…☆29Updated 4 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆122Updated last year
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 2 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆65Updated 9 months ago
- Deep learning model for EEG artifact removal☆70Updated 2 years ago
- ☆22Updated 2 years ago
- A library with tools for EEG analysis☆65Updated 11 months ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆70Updated 10 months ago
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆75Updated 2 weeks ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆15Updated 3 months ago
- Analysis of Transformer attention in EEG signal classification☆44Updated 8 months ago