Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive subcomponents which have maximum differences in variance between two windows. This algorithm is mainly used in motor imagery based BCI for processing EEG data.
☆18Jul 11, 2019Updated 7 years ago
Alternatives and similar repositories for Common-Spatial-Pattern-Algorithm
Users that are interested in Common-Spatial-Pattern-Algorithm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- In this project, we use MATLAB to build a classifier for predicting motor imagery from EEG data.☆12Nov 15, 2019Updated 6 years ago
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Aug 31, 2017Updated 9 years ago
- Motor imagery EEG classifier for my master's thesis.☆21Jan 9, 2017Updated 9 years ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆11Oct 26, 2022Updated 3 years ago
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆11Jan 4, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Different methods(STFT, CWT) transform EEG signal into image visualization☆15Jan 11, 2021Updated 5 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Apr 16, 2020Updated 6 years ago
- Classification algorithm based on motor imagery brain-computer interface☆32Aug 22, 2019Updated 7 years ago
- Here I collect some experiments and tests with DBPedia and its SPARQL interface.☆12Jan 7, 2017Updated 9 years ago
- EEG Emotion Classification algorithm - copy from private☆15Mar 1, 2016Updated 10 years ago
- CNN and RNN based architectures for Motor Imagery Classification☆15Jun 13, 2019Updated 7 years ago
- GUI for MICCAI 2019 "Interactive deep editing framework for medical image segmentation" (One-click medical image segmentation tool!)☆12Jun 5, 2019Updated 7 years ago
- Multiclass support matrix machine for single trial EEG classification☆11Jul 9, 2018Updated 8 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆94Mar 4, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- estimate cross-frequency coupling (aka nested oscillation or phase-amplitude coupling) for neural signals☆18Sep 17, 2016Updated 10 years ago
- Deep Learning pipeline for motor-imagery classification.☆64Jan 9, 2022Updated 4 years ago
- Dataset for training EEG IC classifiers.☆15Aug 29, 2021Updated 5 years ago
- power spectrum using fft, waveforms and amplitude spectrums for delta, alpha, gamma, beta and theta bands☆12Sep 28, 2016Updated 9 years ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆10Oct 25, 2022Updated 3 years ago
- Python implementation of the CSP algorithm☆11Mar 24, 2022Updated 4 years ago
- Hybrid Sequential Forward Channel Selection (HSFCS)☆10Jan 11, 2024Updated 2 years ago
- SSVEP Stimulator using MATLAB and Psychtoolbox☆48Jan 19, 2023Updated 3 years ago
- Educational browser-based brain visualizer allows user to enter any term (e.g., "visual", "face", "precuneus") and visualize the parts of…☆17Oct 31, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- iADMM for a low-rank representation optimization problem☆13Feb 5, 2021Updated 5 years ago
- Bark frequency filterbank + SPL differential envelope follower transient shaper☆15Dec 11, 2020Updated 5 years ago
- Image reconstruction from human brain activity by VAE and adversarial learning☆12May 21, 2022Updated 4 years ago
- Elasticsearch中文社区的App客户端☆13May 5, 2016Updated 10 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆134May 21, 2020Updated 6 years ago
- Class to filter EEG artifacts using WPT, ICA and EMD☆10Oct 27, 2021Updated 4 years ago
- Data extraction and processing of EEG trials corresponding to imagined speech. The dataset has been acquired from: http://www.cs.toronto.…☆10Mar 10, 2018Updated 8 years ago
- Motor Imagery EEG signal Classification on DWT☆25Nov 7, 2017Updated 8 years ago
- Multi-Source Affective Classification EEG Framework with Private Encoders☆13May 4, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Semi-supervised Multi-view Variational Autoencoder (semiMVAE)☆11Sep 28, 2017Updated 8 years ago
- Perform EEG Channel selection with Gumbel-softmax☆13Jan 5, 2021Updated 5 years ago
- Source code for self-supervised EEG data transfer learning☆14Feb 9, 2022Updated 4 years ago
- ☆10Sep 25, 2019Updated 6 years ago
- Automatic channel selection for seizure detection☆11Dec 10, 2023Updated 2 years ago
- General CSP algorithm implementation for spatial filter construction☆30May 29, 2019Updated 7 years ago
- Implementation of a phase amplitude coupling (PAC) measure based on a high resolution complex time-frequency distribution.☆16May 17, 2020Updated 6 years ago