Emotion recognition based on DEAP dataset using One-Dimensional CNN, dan RNN (GRU, and LSTM).
☆18Nov 24, 2021Updated 4 years ago
Alternatives and similar repositories for deap-cnn-lstm
Users that are interested in deap-cnn-lstm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
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…☆61Dec 9, 2022Updated 3 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆66Mar 2, 2023Updated 3 years ago
- Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析,使用python…☆41May 11, 2025Updated last year
- 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 using ML methods on the SEED dataset☆22Aug 6, 2019Updated 6 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 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…☆138Apr 4, 2021Updated 5 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 3 years ago
- DEAP Dataset Analysis Code☆52Jan 18, 2018Updated 8 years ago
- EEG-based emotion classification using DEAP dataset☆154Mar 1, 2023Updated 3 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 6 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆131Nov 4, 2020Updated 5 years ago
- ☆32Apr 10, 2021Updated 5 years ago
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆28Nov 30, 2025Updated 6 months ago
- An example of implementing adversarial discriminative domain adaptation on captcha dataset by using keras☆11Feb 6, 2018Updated 8 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆194Mar 1, 2019Updated 7 years ago
- ☆14Jan 19, 2019Updated 7 years ago
- My toy model for natural language inference task.☆11Aug 6, 2018Updated 7 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆45Jul 2, 2019Updated 6 years ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆13Dec 9, 2021Updated 4 years ago
- A reimplementation of Show and Tell☆15Jan 11, 2019Updated 7 years ago
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 6 years ago
- Repo for final year project☆59Oct 2, 2020Updated 5 years ago
- Integration of Internet of Things, Cloud Computing and Artificial Intelligence.☆13Mar 19, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Matlab and SPM based code to extract features of network dynamics from neurophysiological recordings☆11Sep 7, 2017Updated 8 years ago
- Using 1D CNN (convolutional neural network) deep learning technique to classify ECG (electrocardiography) signals as normal or abnormal. …☆16Feb 18, 2020Updated 6 years ago
- Codes for dynamic functional connectivity on task and resting fMRI.☆17May 3, 2020Updated 6 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆124May 3, 2023Updated 3 years ago
- This is the codes repository for the paper "Emotion-Guided Music Accompaniment Generation based on VAE".☆13Oct 11, 2023Updated 2 years ago
- In this repository, based on the latest NLP pappers, we researched on sequential data and time series and developed tasks in NLP such as …☆13May 11, 2024Updated 2 years ago
- Experiments with LAVIS library to perform image2text and text2image retrieval with BLIP and BLIP2 models☆15Sep 25, 2023Updated 2 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆96May 26, 2022Updated 4 years ago
- PyTEAP: A Python implementation of Toolbox for Emotion Analysis using Physiological signals (TEAP).☆16Dec 8, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Vue-云餐厅☆10Dec 7, 2022Updated 3 years ago
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆16Feb 24, 2023Updated 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
- The source code of "Deep attention diffusion graph neural networks for text classification"☆13Nov 11, 2023Updated 2 years ago
- Pytorch implementation of Adversarial Discriminative Domain Adaptation☆13Mar 20, 2020Updated 6 years ago
- 使用4D切片方式,利用深度学习从时、频、空间域进行EEG情绪识别解码☆29Feb 5, 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