EEG-gaming-and-speech
EEG Brain-Computer Interface to play Flappy Bird and use SSVEP to communicate (by yaxan)
MI-EEG-1D-CNN
A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes plus a 'baseline' class) using a data augmentation algorithm and a limited number of EEG channels. Paper: https://doi.org/10.1088/1741-2552/ac4430 (by ambitious-octopus)
| EEG-gaming-and-speech | MI-EEG-1D-CNN | |
|---|---|---|
| 2 | 1 | |
| 23 | 153 | |
| - | - | |
| 0.0 | 0.0 | |
| 3 months ago | about 2 years ago | |
| Python | Python | |
| - | GNU General Public License v3.0 only |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
EEG-gaming-and-speech
Posts with mentions or reviews of EEG-gaming-and-speech.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-17.
- Built a cheap DIY Brain-Computer Interface for playing simple games and basic verbal communication
-
Where should I start? Any tips?
I just finished a DIY python BCI project, this repo should have plenty of info for ya. https://github.com/yaxan/EEG-gaming-and-speech
MI-EEG-1D-CNN
Posts with mentions or reviews of MI-EEG-1D-CNN.
We have used some of these posts to build our list of alternatives
and similar projects.
-
I made a neural network that predicts your motor intentions through EEG with Python and Tensorflow.
Code: https://github.com/Kubasinska/MI-EEG-1D-CNN
What are some alternatives?
When comparing EEG-gaming-and-speech and MI-EEG-1D-CNN you can also consider the following projects:
MI_Project
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
snntorch - Deep and online learning with spiking neural networks in Python
moabb - Mother of All BCI Benchmarks
TorchGA - Train PyTorch Models using the Genetic Algorithm with PyGAD
awesome-BCIss - List of summer schools to study brain-computer interfaces, neurotechnology & related fields worldwide