geopopos / EEG_convolutional_neural_netLinks
A convolutional neural network developed in python using the Keras machine learning framework used to categorize brain signal based on what a user was looking at when the EEG data was collected.
☆23Updated 7 years ago
Alternatives and similar repositories for EEG_convolutional_neural_net
Users that are interested in EEG_convolutional_neural_net are comparing it to the libraries listed below
Sorting:
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- Codes and Dataset for the paper titled, "Blink: A Fully Automated Unsupervised Algorithm for Eye Blink Detection in EEG Signals"☆46Updated 6 years ago
- Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.☆111Updated 5 years ago
- Matlab code for proccesing EEG signals.☆82Updated 7 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆74Updated last year
- This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.☆221Updated 8 years ago
- Analyze and manipulate EEG data using PyEEGLab.☆63Updated 5 years ago
- Python toolbox for EEG analysis☆43Updated 7 years ago
- Some tutorials for students of neuroscience☆118Updated 8 months ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆74Updated 3 weeks ago
- ☆108Updated 6 years ago
- Python + EEG/MEG = PyEEG☆259Updated last year
- Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder (IEEE Access)☆45Updated 6 years ago
- Deep Learning EEG Playground☆77Updated last year
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆279Updated 3 years ago
- Material for Pybrain 2020 MNE-Python workshop☆144Updated 5 years ago
- SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either cont…☆45Updated 5 years ago
- EEG Features to be extract from raw data.☆28Updated 8 years ago
- 🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python☆214Updated 2 months ago
- Compute and plot standard EEG electrode positions.☆73Updated this week
- Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network☆41Updated 2 years ago
- A general matlab framework for EEG data classification☆50Updated 8 years ago
- EEG Sleep stage classification using CNN with Keras☆179Updated last year
- A tensorflow implementation for EEGLearn☆78Updated 6 years ago
- Riemannian Geometry workshop at vBCI Meeting 2021☆52Updated 4 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆166Updated 5 years ago
- Hands-on tutorial on deep learning for EEG classification.☆86Updated last year
- Python Brain-Computer Interface Software☆141Updated this week
- Moved to https://github.com/TNTLFreiburg/braindecode!☆68Updated 5 years ago
- Generate statistical features from Electroencephalographic data☆95Updated 3 years ago