lazycatchen / EEG-Signals-Distinguishing-Different-Emotions-Evoked-by-MusicLinks
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
☆22Updated 6 years ago
Alternatives and similar repositories for EEG-Signals-Distinguishing-Different-Emotions-Evoked-by-Music
Users that are interested in EEG-Signals-Distinguishing-Different-Emotions-Evoked-by-Music are comparing it to the libraries listed below
Sorting:
- CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of…☆43Updated 6 years ago
- ☆36Updated 6 years ago
- Feature extraction for EEG signals☆29Updated 5 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆130Updated 5 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆89Updated 4 years ago
- A CNN + LSTM architecture to predict seizure from EEG data☆48Updated 2 years ago
- Using wavelet transform to extract time-frequency features of motor imagery EEG signals, and classify it by convolutional neural network☆110Updated 6 years ago
- Implementation of EEG signal classification.☆52Updated 9 years ago
- Classification of eeg signals using knn and svm based upon significant features☆14Updated 2 years ago
- EEG emotion recognition based on Temporal convolutional network☆25Updated 6 years ago
- Classification of Fatigue in Consumer-grade EEG Using Entropies as Features☆17Updated 5 years ago
- Emotional Classification from EEG data using Recurrent Neural Network and it's variants☆15Updated 8 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 7 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Updated 5 years ago
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Updated 8 years ago
- bruAristimunha / Re-Deep-Convolution-Neural-Network-and-Autoencoders-Based-Unsupervised-Feature-Learning-of-EEG☆21Updated 3 years ago
- 基于小波变换和卷积神经网络的脑电运动成像信号分类☆47Updated 4 years ago
- A general matlab framework for EEG data classification☆49Updated 8 years ago
- Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.☆82Updated 5 years ago
- Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive sub…☆19Updated 6 years ago
- Machine learning on motor imagery data.☆17Updated 5 years ago
- Mental Workload Assessment using EEG☆16Updated 6 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆117Updated 4 years ago
- Motor Imagery EEG signal Classification on DWT☆24Updated 7 years ago
- EEG Emotion Classification algorithm - copy from private☆15Updated 9 years ago
- Classification algorithm based on motor imagery brain-computer interface☆31Updated 6 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆26Updated 5 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆60Updated 2 years ago
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆40Updated 5 years ago
- EEG Emotion classification using the DEAP pre-processed data☆159Updated 6 years ago