xiangzhang1015 / Brain_typing
Codes, data for brain typing paper.
☆40Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Brain_typing
- Python Brain-Computer Interface Software☆128Updated this week
- Moved to https://github.com/TNTLFreiburg/braindecode!☆59Updated 4 years ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆36Updated 3 months ago
- Deep Learning EEG Playground☆71Updated 3 months ago
- Analyze and manipulate EEG data using PyEEGLab.☆60Updated 3 years ago
- Youtube codes☆25Updated last year
- Generate statistical features from Electroencephalographic data☆85Updated 2 years ago
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆28Updated 3 years ago
- ☆70Updated 2 years ago
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆23Updated 2 years ago
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆40Updated 4 months ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆54Updated last year
- ☆43Updated 5 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆154Updated 4 years ago
- ☆38Updated 4 years ago
- ECoG/EEG neural network decoder that can generalize to unseen participants and recording modalities. Replicates our published results: ht…☆28Updated 3 years ago
- Material for Pybrain 2020 MNE-Python workshop☆126Updated 4 years ago
- Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral visi…☆36Updated 2 years ago
- Automatic labeling of ICA components in Python.☆97Updated this week
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 2 years ago
- Python interface to the Lab Streaming Layer☆69Updated 6 years ago
- 🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python☆185Updated this week
- Deep Learning Models for Brain Computer Interfaces☆31Updated 6 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆84Updated 6 years ago
- Repository of sample scripts to train deep learning model with PyTorch and MNE☆25Updated 5 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆204Updated 6 months ago
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆125Updated 5 years ago
- EEG motor-imagery data analysis using MNE and Pytorch☆31Updated 3 years ago
- ☆65Updated 5 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆63Updated 3 months ago