xiangzhang1015 / Brain_typingLinks
Codes, data for brain typing paper.
☆40Updated 3 years ago
Alternatives and similar repositories for Brain_typing
Users that are interested in Brain_typing are comparing it to the libraries listed below
Sorting:
- Python Brain-Computer Interface Software☆135Updated last week
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆39Updated 9 months ago
- A tensorflow implementation for EEGLearn☆78Updated 5 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆63Updated 5 years ago
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆31Updated 4 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆92Updated 7 years ago
- Deep Learning EEG Playground☆74Updated 9 months ago
- CNN classifier to classify MI-EEG signals☆50Updated 5 years ago
- ☆105Updated 6 years ago
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆71Updated 4 months ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆64Updated 2 years ago
- ☆73Updated 2 years ago
- ☆18Updated 4 years ago
- Repository of sample scripts to train deep learning model with PyTorch and MNE☆27Updated 6 years ago
- Generate statistical features from Electroencephalographic data☆92Updated 2 years ago
- ☆40Updated 4 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆71Updated 11 months ago
- EEG motor-imagery data analysis using MNE and Pytorch☆32Updated 3 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆43Updated 6 months ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆128Updated 5 years ago
- This repository contains the code for emotion recognition using wavelet transform and svm classifiers' rbf kernel.☆35Updated 2 years ago
- EEG motor imagery classification using convolutional neural networks☆35Updated 2 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆223Updated last year
- Hands-on tutorial on deep learning for EEG classification.☆78Updated last year
- A general matlab framework for EEG data classification☆49Updated 7 years ago
- ☆43Updated 6 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.☆215Updated 7 years ago
- PyTorch implementation of TSception☆75Updated 2 years ago
- Compute and plot standard EEG electrode positions.☆69Updated last month
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆47Updated 4 years ago