ICLabel
IC classifier
A tool that automatically classifies independent components in EEG data using machine learning algorithms
Automatic EEG IC classification plugin for EEGLAB
53 stars
8 watching
19 forks
Language: MATLAB
last commit: 4 months ago
Linked from 1 awesome list
classificationeegeeglabicamatconvnetmatlab
uhub/awesome-matlabRelated projects:
| Repository | Description | Stars |
|---|---|---|
| sccn/eeglab | An open source signal processing environment for electrophysiological signals running on Matlab and Octave | 612 |
 rceballos98/eeg_classifier | An EEG classification framework providing a structured approach to machine learning-based classification of EEG data. | 48 |
 matlab-deep-learning/abnormal-eeg-signal-classification-using-cnns | Develops and trains a deep neural network to classify EEG signals as normal or abnormal | 49 |
 lonl/cdbn | An implementation of Convolutional Deep Belief Networks with support for different computation methods and CUDA acceleration | 35 |
 cahanlab/singlecellnet | A package for classifying single-cell RNA-Seq data across species and platforms | 131 |
 emmanuelkalunga/online-ssvep | An online brain-computer interface system using Riemannian geometry to classify electroencephalography signals | 48 |
 trendscenter/gift | An ICA/IVA software application that analyzes EEG and fMRI data using multiple algorithms for independent component analysis and blind source separation. | 73 |
 mwydmuch/napkinxc | A fast and simple library for multi-class and multi-label classification | 65 |
 hszhao/icnet | Real-time semantic segmentation on high-resolution images using deep learning techniques | 605 |
 microsoft/cvt | An implementation of a new neural network architecture that combines the strengths of convolutional and transformer designs to improve performance on image classification tasks. | 558 |
 100/cranium | A lightweight, portable C implementation of a feedforward artificial neural network library | 592 |
 cardmagic/classifier | A module for text classification using Bayesian and Latent Semantic Indexing algorithms | 661 |
 keunwoochoi/icassp_2017 | A repository containing code and pre-trained models for music classification using Convolutional Recurrent Neural Networks. | 12 |
 julie-fabre/bombcell | Automated quality control and neuron classification tool for electrophysiology data | 124 |
 muhanzhang/dgcnn | A deep learning architecture for graph classification that extracts vertex features through propagation-based graph convolution and retains more node information than traditional sum pooling methods. | 173 |