Metaverse-Crowdsource / Complete-Neural-Signal-Analysis
Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers
☆31Updated 9 months ago
Alternatives and similar repositories for Complete-Neural-Signal-Analysis
Users that are interested in Complete-Neural-Signal-Analysis are comparing it to the libraries listed below
Sorting:
- Preprocessing, analysis and classification of EEG signals into 4 classes.☆17Updated 2 years ago
- Bio-Silicon Synergetic Intelligence System☆24Updated 9 months ago
- Source localization and connectivity analysis of high-density EEG data☆9Updated 4 years ago
- Framework for building a closed loop neurofeedback system.☆22Updated 3 years ago
- An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation☆16Updated 2 years ago
- EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.☆24Updated 3 months ago
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆24Updated 6 months ago
- Essential Motor Cortex Signal Processing MATLAB Toolbox which implements various methods for three major aspects of investigating human m…☆16Updated 5 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆34Updated 2 years ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆30Updated last year
- Create real-time BCI's with the LSL, PyTorch, SKLearn and TensorFlow packages.☆24Updated 3 months ago
- Machine learning for Anonymous detection of an alcoholic by EEG signals☆31Updated 3 years ago
- Repository of sample scripts to train deep learning model with PyTorch and MNE☆27Updated 6 years ago
- Human cortical organoid/spheroid intelligence system☆11Updated 10 months ago
- ☆29Updated 2 weeks ago
- Deep learning model for EEG artifact removal☆70Updated 2 years ago
- Supporting code for the GX Dataset☆22Updated 8 months ago
- EEG decoding for an ultra low cost, real time BCI device based on the Espressif ESP32 running MicroPython.☆27Updated 2 years ago
- hctsa tutorial using the five-class Bonn EEG dataset☆29Updated last year
- Real-time analysis of intracranial neurophysiology recordings.☆52Updated last week
- ECoG/EEG neural network decoder that can generalize to unseen participants and recording modalities. Replicates our published results: ht…☆29Updated 4 years ago
- ATHENA (Automatic Toolbox for Handling Experimental Neural Analysis)☆8Updated 3 years ago
- Eye movement and blink-related EEG and MEG artifact correction algorithms☆25Updated 4 years ago
- Applying Convolutional Neural Networks to EEG signal Analysis☆37Updated 3 years ago
- estimate cross-frequency coupling (aka nested oscillation or phase-amplitude coupling) for neural signals☆17Updated 8 years ago
- Reiz is a collection of python modules to present visual and auditory stimuli and send markers with LSL☆10Updated 3 years ago
- This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG …☆52Updated 2 years ago
- ☆18Updated 4 years ago
- Graph analysis of resting state eeg data using MNE and Networkx☆19Updated 6 years ago
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆42Updated this week