kaviles22 / EEG_SignalsClassification
Preprocessing, analysis and classification of EEG signals into 4 classes.
☆17Updated last year
Alternatives and similar repositories for EEG_SignalsClassification:
Users that are interested in EEG_SignalsClassification are comparing it to the libraries listed below
- A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes pl…☆162Updated 2 years ago
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆29Updated 4 years ago
- Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, …☆27Updated 6 months ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆47Updated last month
- 🎧 Muse - The brain sensing headband plus attention level☆12Updated last year
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆59Updated last year
- Deep learning model for EEG artifact removal☆66Updated 2 years ago
- ☆103Updated 5 years ago
- Machine learning for Anonymous detection of an alcoholic by EEG signals☆30Updated 3 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆33Updated 2 years ago
- Applying Convolutional Neural Networks to EEG signal Analysis☆32Updated 3 years ago
- source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Indu…☆50Updated 2 years ago
- EEG decoding for an ultra low cost, real time BCI device based on the Espressif ESP32 running MicroPython.☆26Updated 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 6 months ago
- Trying to read brain waves using the Muse 2 EEG headset.☆27Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆133Updated last year
- Python API for Mentalab biosignal aquisition devices☆46Updated this week
- Python Brain-Computer Interface Software☆133Updated this week
- Deep Learning EEG Playground☆72Updated 6 months ago
- Lab Stream Layer support with EMOTIV Brainwear☆50Updated 3 months ago
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆64Updated last month
- Generate statistical features from Electroencephalographic data☆86Updated 2 years ago
- Calculates time and frequency domain heart rate variability metrics (validated in Kubios) from RR interval (ECG) or IBI (PPG).☆23Updated 4 years ago
- LSTM-based neural network system to predict EEG signals☆29Updated 6 years ago
- ☆17Updated 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 …☆50Updated 2 years ago
- Pre-processing methods for mHealth and wearables data.☆20Updated last year
- Biosignal processing for automatic emotion recognition☆45Updated 2 years ago
- Classification of stress using EEG recordings from the SAM 40 dataset☆13Updated 2 years ago
- EEG-based emotion classification using DEAP dataset☆128Updated 2 years ago