ElsevierSoftwareX / SOFTX-D-21-00087Links
A library with tools for EEG analysis. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021000753
☆17Updated 4 years ago
Alternatives and similar repositories for SOFTX-D-21-00087
Users that are interested in SOFTX-D-21-00087 are comparing it to the libraries listed below
Sorting:
- ☆108Updated 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
- A library with tools for EEG analysis☆68Updated last month
- Notebooks for training the classifier of YASA sleep staging☆24Updated 4 years ago
- Generate statistical features from Electroencephalographic data☆95Updated 3 years ago
- ☆36Updated 7 years ago
- Hands-on tutorial on deep learning for EEG classification.☆86Updated last year
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆116Updated 2 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆159Updated 2 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Updated 5 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆40Updated 3 years ago
- Deep Learning EEG Playground☆76Updated last year
- Analyze and manipulate EEG data using PyEEGLab.☆62Updated 4 years ago
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆73Updated 3 years ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 3 years ago
- PyTorch implementation of TSception☆84Updated 2 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆130Updated 5 years ago
- Codes and Dataset for the paper titled, "Blink: A Fully Automated Unsupervised Algorithm for Eye Blink Detection in EEG Signals"☆45Updated 6 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆72Updated last week
- EEG motor imagery classification using convolutional neural networks☆41Updated 2 years ago
- Biosignal processing for automatic emotion recognition☆48Updated 2 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆95Updated 7 years ago
- Transfer learning for sleep stage detection☆35Updated 4 years ago
- ☆21Updated 2 years ago
- EEG Sleep stage classification using CNN with Keras☆179Updated last year
- Moved to https://github.com/TNTLFreiburg/braindecode!☆67Updated 5 years ago
- seizure type classification using TUH dataset☆79Updated 2 months ago
- This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.☆219Updated 8 years ago
- ☆28Updated 5 months ago
- ☆42Updated 5 years ago