EEG_Classifier

EEG classifier

An EEG classification framework providing a structured approach to machine learning-based classification of EEG data.

A general matlab framework for EEG data classification

GitHub

48 stars
4 watching
17 forks
Language: Matlab
last commit: about 9 years ago
Linked from 1 awesome list

classificationclassification-frameworkeegeeg-classificationsvmsvm-classifier

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
matlab-deep-learning/abnormal-eeg-signal-classification-using-cnnsDevelops and trains a deep neural network to classify EEG signals as normal or abnormal50
emmanuelkalunga/online-ssvepAn online brain-computer interface system using Riemannian geometry to classify electroencephalography signals49
sccn/iclabelA tool that automatically classifies independent components in EEG data using machine learning algorithms55
mamem/eeg-processing-toolboxA comprehensive toolbox for processing EEG signals, providing a modular architecture for efficient experiment execution and analysis.76
sccn/eeglabAn open source environment for processing electrophysiological signals in Matlab and Octave.618
arnodelorme/neurofeedbacklabA software framework for real-time EEG analysis and neurofeedback sessions using Matlab and EEGLAB plugins43
cardmagic/classifierA module for text classification using Bayesian and Latent Semantic Indexing algorithms661
junyangwang0410/haelmA framework for detecting hallucinations in large language models17
nocions/letswave6A Matlab toolbox designed to analyze and process EEG signals in an intuitive and streamlined way48
soerenab/audiomnistThis project provides an implementation of a deep learning framework to classify audio signals and offers insights into the model's decision-making process using Explainable Artificial Intelligence (AI) techniques.351
jramshur/ecg_viewerA Matlab GUI application for reviewing, processing, and annotating ECG data files.40
fieldtrip/fieldtripA MATLAB toolbox for analyzing MEG and EEG data855
eegsynth/eegsynthA software framework for real-time signal processing and control of devices using electrophysiological signals from the brain or body.351
kitschpatrol/brainAn Arduino library for parsing Neurosky EEG brainwave data from headsets.748
jekyll/classifier-rebornA general classifier module with Bayesian and LSI classification capabilities554