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acstp

Adaptive Common Spatio-Temporal Pattern (ACSTP) for Event-Related Potential (ERP) analysis.

arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

awesome-bci

Curated Collection of BCI resources

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

binary_svm_for_motor_imagery

Motor Imagery Classification for Simultaneous EEG-fMRI data

brain-computer-interface-bci-

Motor imagery movements decoding from EEG signals

brain-computer-interface-eeg-motor-imagery

classifiertoolbox

A MATLAB toolbox for classifier: Version 1.0.7

cnn-mi-bci

CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of EEG motor imagery signals")

cognitive-mental-workload-classification

Cognitive mental workload classification using Machine learning algorithms.

deep-bci

An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning

deep-learning-learning-list

Some courses or papers I have learned

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

dplm

Dimensionality reduction based on distance preservation to local mean for symmetric positive definite matrices

dwt_ar_svm

MI-EEG recognition

eeg-analysis-for-motor-imagery-application

eeg-emotion-recognition

EEG data processing and it's convolution using AutoEncoder + CNN + RNN

eeg-explanation-model

Classification and Explanation Model of Brain Signal based on Deep Learning Model

eeg-motor-imagery-classification---ann

Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction

eeg-rsenet

Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network

eeg_emotion_classifier_deap

EEG Emotion classification using the DEAP pre-processed data

eeg_motor_imagery_gan

This repository save my work about GAN applied to motor imagery eeg signals

eegclassification

classification of four different motor imagery tasks based on EEG data

eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

eemotion-csne-hackaton

The code for the EEG-based ML emotion recognition.

emotionclassifier

Emotion classifer based on EEG singnals

emotionrecognition

EEG Emotion Classification algorithm - copy from private