vancleys / EEGFeaturesLinks
EEG Features to be extract from raw data.
☆28Updated 8 years ago
Alternatives and similar repositories for EEGFeatures
Users that are interested in EEGFeatures are comparing it to the libraries listed below
Sorting:
- A library with tools for EEG analysis☆69Updated 2 months ago
- PyTorch implementation of TSception☆83Updated 2 years ago
- ☆36Updated 7 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆77Updated last month
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆118Updated 2 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
- Hands-on tutorial on deep learning for EEG classification.☆86Updated last year
- Feature Extraction of Mental Load EEG signals☆60Updated 9 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆108Updated 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
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆44Updated 2 years ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆102Updated 6 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆69Updated 5 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆44Updated 3 years ago
- ☆45Updated 6 years ago
- ☆38Updated 4 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆96Updated 5 months ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆161Updated 2 years ago
- A general matlab framework for EEG data classification☆51Updated 8 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
- ☆34Updated 10 months ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Updated 2 months ago
- Transfer learning for sleep stage detection☆35Updated 4 years ago
- EEG Sleep stage classification using CNN with Keras☆182Updated last year
- IEEE Transactions on Emerging Topics in Computational Intelligence☆71Updated 9 months ago
- seizure type classification using TUH dataset☆79Updated 4 months ago
- LSTM-based neural network system to predict EEG signals☆29Updated 7 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Updated 2 years ago
- Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients☆65Updated 4 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Updated 3 years ago