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:
- Python toolbox for EEG analysis☆43Updated 7 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- ☆108Updated 6 years ago
- Codes and Dataset for the paper titled, "Blink: A Fully Automated Unsupervised Algorithm for Eye Blink Detection in EEG Signals"☆43Updated 5 years ago
- Analyze and manipulate EEG data using PyEEGLab.☆62Updated 4 years 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
- Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.☆108Updated 5 years ago
- Deep Learning EEG Playground☆75Updated last year
- Python + EEG/MEG = PyEEG☆258Updated last year
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆279Updated 2 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆71Updated last year
- Matlab code for proccesing EEG signals.☆81Updated 7 years ago
- Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network☆41Updated 2 years ago
- Hands-on tutorial on deep learning for EEG classification.☆85Updated last year
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆95Updated 7 years ago
- A general matlab framework for EEG data classification☆49Updated 8 years ago
- A tensorflow implementation for EEGLearn☆78Updated 6 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆73Updated last year
- Moved to https://github.com/TNTLFreiburg/braindecode!☆66Updated 5 years ago
- Material for Pybrain 2020 MNE-Python workshop☆142Updated 4 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
- Compute and plot standard EEG electrode positions.☆73Updated 2 weeks ago
- Python code for mental state recognition from EEG observations using CNN and RNN networks.☆34Updated 9 years ago
- A library with tools for EEG analysis☆67Updated last week
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆163Updated 5 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆232Updated last year
- EEG Sleep stage classification using CNN with Keras☆179Updated last year
- Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder (IEEE Access)☆45Updated 6 years ago
- EEG Signal Processing - Entropy☆19Updated 5 years ago
- An open-source sleep stage classification Python package☆112Updated last month