ICLabel
IC classifier
A tool that automatically classifies independent components in EEG data using machine learning algorithms
Automatic EEG IC classification plugin for EEGLAB
55 stars
8 watching
20 forks
Language: MATLAB
last commit: 5 months ago
Linked from 1 awesome list
classificationeegeeglabicamatconvnetmatlab
Related projects:
Repository | Description | Stars |
---|---|---|
sccn/eeglab | An open source environment for processing electrophysiological signals in Matlab and Octave. | 618 |
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 | 50 |
lonl/cdbn | An implementation of Convolutional Deep Belief Networks with various computational methods and GPU 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 | 49 |
trendscenter/gift | Software toolkit for analyzing functional MRI data using independent component analysis and blind source separation | 77 |
mwydmuch/napkinxc | A fast and simple library for multi-class and multi-label classification | 65 |
hszhao/icnet | Real-time semantic segmentation software for high-resolution images using a deep neural network architecture | 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. | 559 |
100/cranium | A lightweight, portable C implementation of a feedforward artificial neural network library | 593 |
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 | 126 |
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. | 174 |