ElsevierSoftwareX / SOFTX-D-21-00087
A library with tools for EEG analysis. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021000753
☆16Updated 3 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
- ☆103Updated 5 years ago
- Generate statistical features from Electroencephalographic data☆86Updated 2 years ago
- CNN classifier to classify MI-EEG signals☆47Updated 5 years ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆38Updated 5 months ago
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆29Updated 4 years ago
- The code for "EEG-based Emotion Recognition Using Convolutional Neural Network with Functional Connections"☆11Updated 4 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆45Updated 3 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆87Updated 6 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆137Updated last year
- Hands-on tutorial on deep learning for EEG classification.☆70Updated 8 months ago
- EEG motor imagery classification using convolutional neural networks☆34Updated last year
- EEG motor-imagery data analysis using MNE and Pytorch☆31Updated 3 years ago
- ☆43Updated 5 years ago
- ☆40Updated 4 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆160Updated 5 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆32Updated 2 years ago
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆90Updated last year
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆121Updated last year
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Updated 3 years ago
- source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Indu…☆48Updated 2 years ago
- A general matlab framework for EEG data classification☆48Updated 7 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆64Updated 5 months ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆66Updated 6 months ago
- EEG Signal Classification using LSTM on various datasets☆11Updated 4 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆60Updated 4 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆12Updated last year
- Youtube codes☆25Updated last year
- Process and analyse EEG brain signals using EEGlab☆24Updated 6 years ago
- A library with tools for EEG analysis☆62Updated 7 months ago