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:
- Deep Learning EEG Playground☆74Updated 10 months ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 3 years ago
- Python Brain-Computer Interface Software☆136Updated last week
- This repository provides a comprehensive pipeline for analyzing motor imagery EEG data using MNE-Python and PyTorch.☆34Updated 3 weeks ago
- Generate statistical features from Electroencephalographic data☆92Updated 2 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆63Updated 5 years ago
- Hands-on tutorial on deep learning for EEG classification.☆78Updated last year
- Supplementary material for systematic literature review on deep learning and EEG.☆156Updated 5 years ago
- Python toolbox for EEG analysis☆42Updated 7 years ago
- Framework for building a closed loop neurofeedback system.☆23Updated 3 years ago
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆72Updated 2 weeks ago
- Material for Pybrain 2020 MNE-Python workshop☆138Updated 4 years ago
- Automatic labeling of ICA components in Python.☆104Updated this week
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆68Updated 3 years ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆39Updated 10 months ago
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆154Updated last month
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆31Updated 4 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆71Updated last year
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆44Updated last week
- ☆73Updated 2 years ago
- Use DNNs to build encoding models of EEG visual responses.☆83Updated 3 months ago
- Python interface to the Lab Streaming Layer☆70Updated 7 years ago
- ☆24Updated this week
- Tutorial for data processing for hybrid BCI☆40Updated 7 years ago
- Demonstrate the code used in "Using Recurrent Neural Networks for P300-Based Brain-Computer Interface"☆31Updated 7 years ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆66Updated 2 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆92Updated 7 years ago
- Scripts in Matlab to run neurofeedback session☆44Updated last week
- CNN classifier to classify MI-EEG signals☆49Updated 5 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆51Updated 2 weeks ago