2333-jpg / deap-cnn-lstmView external linksLinks
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
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
- 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 9 months ago
- Emotion Recognition using ML methods on the SEED dataset☆22Aug 6, 2019Updated 6 years ago
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆21Jul 5, 2020Updated 5 years ago
- EEG Emotion classification using the DEAP pre-processed data☆164Nov 7, 2018Updated 7 years ago
- EEG-based emotion classification using DEAP dataset☆157Mar 1, 2023Updated 2 years ago
- DEAP Dataset Analysis Code☆51Jan 18, 2018Updated 8 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
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago
- 中国古建筑参数化模型库 A parametric 3D model component library for Chinese ancient buiding☆11Sep 6, 2023Updated 2 years ago
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 5 years ago
- An example of implementing adversarial discriminative domain adaptation on captcha dataset by using keras☆11Feb 6, 2018Updated 8 years ago
- Code for paper "Targeted Sentiment Classification Based on Attentional Encoding and Graph Convolutional Networks"☆10Mar 8, 2020Updated 5 years ago
- h5涂色小游戏☆12Jan 1, 2023Updated 3 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆94Dec 5, 2017Updated 8 years ago
- An exploration of "Kaggle-EEG data for Mental Attention State Detection". Construct a pipeline to preprocess data. Use Wavelet Packet Dec…☆10Jan 6, 2022Updated 4 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 2 years ago
- 基于Transformer模型构建的聊天机器人-Catalina☆12Jul 5, 2020Updated 5 years ago
- The source code of "Deep attention diffusion graph neural networks for text classification"☆13Nov 11, 2023Updated 2 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
- 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
- Custom version of LSTNet☆13Jul 18, 2021Updated 4 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
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆118May 3, 2023Updated 2 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
- Pi pattern search utility☆13Sep 18, 2014Updated 11 years ago
- Epileptic Seizure Recognition System, In this project wavelet transform and Hurst exponent are used as an input of SVM, LSTM , Random For…☆13Jun 21, 2020Updated 5 years ago
- setInterval and setTimeout that works even if the app is running in the background☆17Aug 19, 2022Updated 3 years ago
- 2020 西湖论剑恶意流量检测实现代码☆12Dec 20, 2022Updated 3 years ago
- ☆14Apr 21, 2021Updated 4 years ago
- ☆13Jan 19, 2019Updated 7 years ago
- 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
- Image classification on lung and colon cancer histopathological images through Capsule Networks or CapsNets.☆12Jan 7, 2021Updated 5 years ago
- Code to deploy a CNN to classify emotions using EEG Signals, based off the DEAP Dataset☆12Mar 2, 2024Updated last year
- Code for our IJCNN 2018 paper "Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network"☆11Jul 31, 2018Updated 7 years ago
- EEG-based Emotion Recognition using Deep Reinforcement Learning☆17Dec 31, 2023Updated 2 years ago
- ☆11Dec 21, 2020Updated 5 years ago
- Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection☆12Jan 16, 2022Updated 4 years ago