sharkeyboi / EEG-ClusteringLinks
Signal processing and clustering of EEG signals
☆11Updated 6 years ago
Alternatives and similar repositories for EEG-Clustering
Users that are interested in EEG-Clustering are comparing it to the libraries listed below
Sorting:
- EEG Signal Processing - Entropy☆18Updated 5 years ago
- Cerebral Signal's Instantaneous Parameters (Phase, Frequency & Envelope) Estimation & Analysis MATLAB Toolbox☆24Updated 6 years ago
- Matlab code for proccesing EEG signals.☆80Updated 6 years ago
- This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.☆30Updated 4 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 …☆53Updated 2 years ago
- ☆18Updated 4 years ago
- Motor Imagery EEG signal Classification on DWT☆24Updated 7 years ago
- NEURAL: a neonatal EEG feature set in Matlab☆38Updated 4 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Updated 5 years ago
- Multiclass support matrix machine for single trial EEG classification☆11Updated 6 years ago
- Toolbox of adaptive Fourier decomposition (AFD) for Python. The MAFD has been published in IEEE TSP (DOI: 10.1109/TSP.2022.3143723)☆41Updated 9 months ago
- A general matlab framework for EEG data classification☆49Updated 7 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
- Essential Motor Cortex Signal Processing MATLAB Toolbox which implements various methods for three major aspects of investigating human m…☆16Updated 5 years ago
- A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.☆27Updated 3 years ago
- A MATLAB application to automatize analysis of EEG data☆24Updated 5 years ago
- CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of…☆42Updated 6 years ago
- A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interface☆14Updated 3 years ago
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆24Updated 2 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆46Updated last year
- Adaptive riemannian geometry toolbox☆10Updated 5 years ago
- MATLAB scripts for detecting and validating phase amplitude coupling (PAC) in electrophysiological data☆37Updated 5 years ago
- Implementation of EEG signal classification.☆50Updated 8 years ago
- This repository includes the MATLAB codes for computing phase lag index and power spectrum density.☆11Updated 11 months ago
- Classification of SSVEP EEG trials using MDM with various distances and divergences☆9Updated 7 years ago
- Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive sub…☆19Updated 5 years ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆11Updated last month
- General CSP algorithm implementation for spatial filter construction☆31Updated 6 years ago
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Updated 7 years ago
- Deep learning model for EEG artifact removal☆71Updated 2 years ago