CECNL / ExBrainableLinks
An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation
☆19Updated 3 years ago
Alternatives and similar repositories for ExBrainable
Users that are interested in ExBrainable are comparing it to the libraries listed below
Sorting:
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆44Updated 3 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Updated 3 months ago
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆70Updated 2 years ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆21Updated 3 years ago
- Deep learning model for EEG artifact removal☆81Updated 3 years ago
- ☆15Updated 2 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Updated 5 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆77Updated 2 months ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated 2 years ago
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆24Updated 3 years ago
- ☆38Updated 6 months ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Updated last year
- M/EEG brain age benchmark paper☆29Updated 2 years ago
- ☆30Updated 7 months ago
- ☆17Updated last year
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆56Updated 4 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆43Updated 5 years ago
- Matlab code for SBLEST algorithm☆44Updated last year
- EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.☆32Updated 11 months ago
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆12Updated 7 months ago
- In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (…☆28Updated 3 years ago
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Updated 4 years ago
- ☆12Updated 2 years ago
- Code for Cross-Task Neural Architecture Search for EEG Signals☆17Updated 2 years ago
- source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Indu…☆65Updated 3 years ago
- End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python☆24Updated 3 years ago
- Analysis of Transformer attention in EEG signal classification☆48Updated last year
- ☆71Updated 2 years ago
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- Transfer learning for sleep stage detection☆35Updated 4 years ago