lazycatchen / EEG-Signals-Distinguishing-Different-Emotions-Evoked-by-Music
音频刺激的受众脑电特征(线性,非线性)提取,分类,选择最优特征等
☆20Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for EEG-Signals-Distinguishing-Different-Emotions-Evoked-by-Music
- A general matlab framework for EEG data classification☆48Updated 7 years ago
- published in Global SIP 2018☆8Updated 3 years ago
- ☆35Updated 5 years ago
- Feature extraction for EEG signals☆27Updated 4 years ago
- CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of…☆41Updated 5 years ago
- Implementation of EEG signal classification.☆48Updated 8 years ago
- An EEG dichotomy program file , using CSP and SVM.☆21Updated 4 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆74Updated 3 years ago
- Classification algorithm based on motor imagery brain-computer interface☆31Updated 5 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆61Updated 3 years ago
- Classification of EEG samples into motor imagery classes to be used for a simple Brain-Computer Interface.☆7Updated 8 years ago
- ☆43Updated 5 years ago
- Process and analyse EEG brain signals using EEGlab☆24Updated 6 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆78Updated 6 years ago
- EEG emotion recognition based on Temporal convolutional network☆24Updated 5 years ago
- EEG Emotion Classification algorithm - copy from private☆14Updated 8 years ago
- In this project, we use MATLAB to build a classifier for predicting motor imagery from EEG data.☆12Updated 4 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆23Updated 4 years ago
- Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive sub…☆20Updated 5 years ago
- 基于一个公开数据集和一个BCI竞赛数据集,提供一个SVM-CSP运动想象二分类demo☆11Updated 3 years ago
- Motor Imagery EEG signal Classification on DWT☆24Updated 7 years ago
- BCI Competition IV dataset 2a☆26Updated 5 years ago
- Classification of eeg signals using knn and svm based upon significant features☆12Updated last year
- Classification of Fatigue in Consumer-grade EEG Using Entropies as Features☆14Updated 4 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆55Updated last year
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆19Updated 4 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆44Updated 3 years ago
- ☆41Updated 2 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆81Updated 2 years ago