ShubhamVerma1 / EEG-Signal-Classification
Eye open and close classification using Machine Learning
☆17Updated 6 years ago
Alternatives and similar repositories for EEG-Signal-Classification
Users that are interested in EEG-Signal-Classification are comparing it to the libraries listed below
Sorting:
- EEG Features to be extract from raw data.☆27Updated 8 years ago
- Hands-on tutorial on deep learning for EEG classification.☆74Updated last year
- CNN classifier to classify MI-EEG signals☆50Updated 5 years ago
- ☆40Updated 4 years ago
- Deep Learning EEG Playground☆74Updated 9 months ago
- Demonstrate the code used in "Using Recurrent Neural Networks for P300-Based Brain-Computer Interface"☆31Updated 7 years ago
- ☆105Updated 6 years ago
- A tensorflow implementation for EEGLearn☆78Updated 5 years ago
- EEG motor-imagery data analysis using MNE and Pytorch☆32Updated 3 years ago
- PyTorch implementation of TSception☆75Updated 2 years ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆39Updated 9 months ago
- This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.☆30Updated 4 years ago
- Youtube codes☆26Updated last year
- This repo is for the submission for my Final Year Project on creating Synthetic EEG Data using General Adverserial Neural Networks (GANs)…☆50Updated 4 years ago
- A library with tools for EEG analysis. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S235…☆17Updated 3 years ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆20Updated 3 years ago
- This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.☆215Updated 7 years ago
- Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients☆60Updated 4 years ago
- Analyze and manipulate EEG data using PyEEGLab.☆61Updated 4 years ago
- A library with tools for EEG analysis☆65Updated 11 months ago
- A general matlab framework for EEG data classification☆49Updated 7 years ago
- EEG Sleep stage classification using CNN with Keras☆168Updated 10 months ago
- A convolutional neural network developed in python using the Keras machine learning framework used to categorize brain signal based on wh…☆23Updated 6 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆62Updated 5 years ago
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆101Updated 2 years ago
- Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder (IEEE Access)☆45Updated 5 years ago
- Codes and Dataset for the paper titled, "Blink: A Fully Automated Unsupervised Algorithm for Eye Blink Detection in EEG Signals"☆38Updated 5 years ago
- Generate statistical features from Electroencephalographic data☆90Updated 2 years ago
- EEG analysis tools☆35Updated last week
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆70Updated 10 months ago