Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and learning using Sklearn tool.
-
Updated
Nov 23, 2020 - Python
#
muse2
Here are 8 public repositories matching this topic...
Muse 2 EEG analysis with PyTorch + CNNs.
-
Updated
Jul 2, 2021 - Jupyter Notebook
A Multi-Brand TouchDesigner Script CHOP for real-time EEG signal processing using Python BrainFlow package. Compatible with 15 brands and more then 33 different models. Includes Kalman filter, FFT, resampling, and OSC output. Tested with BrainBit.
-
Updated
Dec 12, 2025 - Python
EEG streaming web service (UDP) using spring boot. Device used to measures is Muse 2 (2016).
-
Updated
Jun 12, 2020 - Java
Open-Source EEG signal decoding for real time control of a 5 finger robot hand using a highly modular and reproducible ui-based pipeline on CNN/LSTM model architecture with applications in prosthetics and general BCI research and advancement, bringing a python-based research lab to anyone, with our free datasets or minimal consumer-grade equipment
research ai robotics ml cnn eeg lstm neural-networks bci lstm-neural-networks isef eeg-analysis muse2
-
Updated
Jul 13, 2026 - Python
M.S. thesis: real-time MUSE 2 EEG+PPG stress detection and severity classification integrated with SeeBT for closed-loop intervention.
machine-learning signal-processing scikit-learn eeg lsl brain-computer-interface ppg stress-detection real-time-ml muse2
-
Updated
Aug 14, 2026 - Python
Supplementary BCI thesis experiments evaluating alternative EEG/PPG preprocessing, features, models, and validation strategies that were not adopted in the final system.
machine-learning thesis signal-processing scikit-learn eeg brain-computer-interface ppg stress-detection muse2 research-experiment
-
Updated
Aug 11, 2026 - Jupyter Notebook
Real-time EEG attention classification using the Muse 2 headband. Train and export your ML model in Google Colab, then stream live brainwave data locally to classify cognitive states into Distracted, Moderately Focused, and Highly Focused.
websocket websockets ml eeg classification eeg-signals eeg-data eeg-headset eeg-classification eeg-signals-processing googlecolab muse2 eeg-features
-
Updated
Aug 3, 2026 - Python
Add this topic to your repo
To associate your repository with the muse2 topic, visit your repo's landing page and select "manage topics."