Emotional Classification from EEG data using Recurrent Neural Network and it's variants
☆15Dec 7, 2016Updated 9 years ago
Alternatives and similar repositories for emotion_classification
Users that are interested in emotion_classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- EEG preprocessing methods for classifying person emotions have been widely applied. However, there still remain some parts where determin…☆24Feb 17, 2016Updated 10 years ago
- EEG Emotion Classification algorithm - copy from private☆15Mar 1, 2016Updated 10 years ago
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆20Jul 5, 2020Updated 5 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆50May 24, 2018Updated 8 years ago
- Feature selection via dependence maximization for EEG based emotion classification.☆52Nov 23, 2014Updated 11 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Sep 17, 2019Updated 6 years ago
- 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☆22Jun 19, 2019Updated 7 years ago
- Mental Workload Assessment using EEG☆16Jul 13, 2019Updated 6 years ago
- PyTorch implementation of TSception☆86Jan 31, 2023Updated 3 years ago
- Codes for the paper 'Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals' h…☆27Jun 21, 2023Updated 3 years ago
- ☆32Apr 10, 2021Updated 5 years ago
- NEURAL: a neonatal EEG feature set in Matlab☆41Nov 25, 2020Updated 5 years ago
- LSTM-based neural network system to predict EEG signals☆29Jan 9, 2019Updated 7 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆91Aug 3, 2019Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆28Jan 19, 2018Updated 8 years ago
- EEG Emotion classification using the DEAP pre-processed data☆166Nov 7, 2018Updated 7 years ago
- Emotional recognition using electroencephelography (EEG)☆19Jul 30, 2018Updated 7 years ago
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 6 years ago
- ☆30May 2, 2023Updated 3 years ago
- Emotion recognition using DEAP dataset，GSR。☆40Nov 24, 2018Updated 7 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Apr 16, 2020Updated 6 years ago
- Final Project for Stanford Deep Generative Modeling Class CS236.☆13Dec 14, 2019Updated 6 years ago
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆39Sep 29, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- For all the researchers who after waiting for a long time, they get their research papers rejected by big international conferences. This…☆10Dec 6, 2020Updated 5 years ago
- Code for paper "Targeted Sentiment Classification Based on Attentional Encoding and Graph Convolutional Networks"☆10Mar 8, 2020Updated 6 years ago
- This repository is for task-incremental-learning in LiDAR-based 3D object detection.☆10May 4, 2021Updated 5 years ago
- Process and analyse EEG brain signals using EEGlab☆26Oct 20, 2018Updated 7 years ago
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Aug 31, 2017Updated 8 years ago
- Attention Based Multi-modal Emotion Recognition; Stanford Emotional Narratives Dataset☆17Aug 21, 2019Updated 6 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆15May 10, 2023Updated 3 years ago
- An EEG-based emotion recognition system using Simple Recurrent Units(SRU) in Pytorch library. It identifies three emotions: positive, neu…☆12Dec 11, 2021Updated 4 years ago
- A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.☆11Mar 11, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Differential entropy features of EEG dataset☆13Mar 28, 2023Updated 3 years ago
- Prediction of travel time has major concern in the research domain of Intel- ligent Transportation Systems (ITS). Clustering strategy can…☆11May 31, 2018Updated 8 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 4 years ago
- Fooling neural based speech recognition systems.☆14Jun 9, 2017Updated 9 years ago
- The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs a…☆61Dec 9, 2022Updated 3 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆96May 23, 2018Updated 8 years ago
- Detection of oil spill located area in the Satelite images of Ocean☆16Aug 26, 2019Updated 6 years ago