Pengyuloo / EEG_emotion_recognitionView external linksLinks
Using CNN-LSTM for emotion recognition based on EEG signals
☆12May 2, 2023Updated 2 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:
- 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
- Emotion recognition base on EEG.☆19Jun 1, 2023Updated 2 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆78Feb 22, 2023Updated 2 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆96May 23, 2018Updated 7 years ago
- 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
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆38Jul 24, 2025Updated 6 months ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆40Jul 29, 2023Updated 2 years ago
- [BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning☆96Apr 22, 2025Updated 9 months ago
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago
- emotion recognition through eeg by using HOS method☆10Dec 29, 2021Updated 4 years ago
- Confronto fra cinque diversi modelli di machine learning per il riconoscimento delle emozioni usando rivelazioni EEG e movimento oculare …☆13Oct 5, 2023Updated 2 years ago
- This repository contains information on emotion recognition from eeg signals using DEAP data set☆10Jul 16, 2021Updated 4 years ago
- The code for "EEG-based Emotion Recognition Using Convolutional Neural Network with Functional Connections"☆13Dec 8, 2020Updated 5 years ago
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Sep 17, 2019Updated 6 years ago
- residual deep cnn and lstm for classifying SEED data☆13May 1, 2023Updated 2 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆57Jun 11, 2025Updated 8 months ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- Automated Accurate Emotion Recognition using Rhythm-Specific Deep Convolutional Neural Network Technique with Multi-Channel EEG Signals☆11Jan 3, 2022Updated 4 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆11Apr 30, 2023Updated 2 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Jun 7, 2023Updated 2 years ago
- Emotion-Classification-by-EEG-DEAP-Dataset implemented in 2DCNNN-LSTM-1DCNN+GRU and the 1D_cnn+gru model gives the highest accuracy☆11May 26, 2023Updated 2 years ago
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆13Jan 17, 2024Updated 2 years ago
- A Novel Skin Cancer Assisted Diagnosis Method based on Capsule Networks with CBAM☆19Dec 26, 2025Updated last month
- This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…☆12Jun 26, 2023Updated 2 years ago
- TensorFlow implementation of CapsNet☆10Apr 3, 2020Updated 5 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆50Mar 29, 2021Updated 4 years ago
- This is a reproduction of the paper 'Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications wit…☆13Aug 22, 2021Updated 4 years ago
- Openly available framework:☆12Feb 23, 2021Updated 4 years ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18May 28, 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
- EEG-Based Emotion Recognition☆66Jun 9, 2024Updated last year
- The papers on EEG emotion recognition☆14Nov 20, 2021Updated 4 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆141Jul 20, 2021Updated 4 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
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆92Jan 8, 2026Updated last month
- ☆20Apr 25, 2023Updated 2 years ago
- PyTorch implementation of "Efficient-CapsNet: Capsule Network with Self-Attention Routing" (Mazzia et al., 2021).