nasoboleva / EEG-Emotion-RecognitionView external linksLinks
EEG data processing and it's convolution using AutoEncoder + CNN + RNN
☆96May 23, 2018Updated 7 years ago
Alternatives and similar repositories for EEG-Emotion-Recognition
Users that are interested in EEG-Emotion-Recognition are comparing it to the libraries listed below
Sorting:
- Emotion recognition can be achieved by obtaining signals from the brain by EEG . This test records the activity of the brain in form of w…☆136Apr 4, 2021Updated 4 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Oct 25, 2019Updated 6 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…☆60Dec 9, 2022Updated 3 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆59Apr 20, 2023Updated 2 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆89Aug 3, 2019Updated 6 years ago
- EEG Emotion classification using the DEAP pre-processed data☆164Nov 7, 2018Updated 7 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆133May 21, 2020Updated 5 years ago
- Code to deploy a CNN to classify emotions using EEG Signals, based off the DEAP Dataset☆12Mar 2, 2024Updated last year
- Realtime emotion recognition from EEG data.☆169Oct 24, 2018Updated 7 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆50Mar 29, 2021Updated 4 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆83Oct 26, 2021Updated 4 years ago
- This is a final project for my 2019 Winter course "Pattern Recognition".☆26Dec 11, 2020Updated 5 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆12May 2, 2023Updated 2 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆49May 24, 2018Updated 7 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆44Jul 2, 2019Updated 6 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆214Oct 25, 2020Updated 5 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆66Apr 27, 2023Updated 2 years ago
- ☆108Mar 16, 2019Updated 6 years ago
- ☆21Jun 22, 2022Updated 3 years ago
- EEG-Based Emotion Recognition☆66Jun 9, 2024Updated last year
- ☆36Mar 23, 2019Updated 6 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆141Jul 20, 2021Updated 4 years ago
- EEG Emotion Datasets (INTERFACES) from OpenBCI (IEEE Sensors Journal)☆29May 25, 2020Updated 5 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆123Nov 4, 2020Updated 5 years ago
- ☆33Apr 10, 2021Updated 4 years ago
- Learning Representations From EEG With Deep Recurrent-Convolutional Neural Networks☆16Dec 31, 2019Updated 6 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
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Aug 1, 2023Updated 2 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆43Jun 3, 2020Updated 5 years ago
- ☆20Jul 30, 2020Updated 5 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆40Jul 29, 2023Updated 2 years ago
- EEG-based emotion classification using DEAP dataset☆157Mar 1, 2023Updated 2 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Jul 28, 2022Updated 3 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆78Feb 22, 2023Updated 2 years ago
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆107Oct 22, 2025Updated 3 months ago
- A basic demonstration how to use Python, MNE, and PyTorch to analyze EEG signal.☆24Dec 6, 2022Updated 3 years ago
- Code for our IJCNN 2018 paper "Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network"☆11Jul 31, 2018Updated 7 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Jul 25, 2021Updated 4 years ago
- ☆27Jan 19, 2018Updated 8 years ago