Emotion Recognition using ML methods on the SEED dataset
☆22Aug 6, 2019Updated 6 years ago
Alternatives and similar repositories for MLSEED
Users that are interested in MLSEED are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆81Oct 26, 2021Updated 4 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
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 4 years ago
- ☆14Jan 19, 2019Updated 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…☆138Apr 4, 2021Updated 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.
- EEG情感识别☆16Dec 9, 2020Updated 5 years ago
- Emotion recognition using DEAP dataset，GSR。☆40Nov 24, 2018Updated 7 years ago
- EEG-based emotion classification using DEAP dataset☆155Mar 1, 2023Updated 3 years ago
- Riemannian Geometry workshop at vBCI Meeting 2021☆55Jul 15, 2021Updated 5 years ago
- Rudi, A., Camoriano, R. and Rosasco, L., Less is more: Nyström computational regularization. In Advances in Neural Information Processing…☆13Sep 17, 2019Updated 6 years ago
- ☆41Apr 11, 2021Updated 5 years ago
- This Python project aims to predict emotions in individuals based on EEG-based data SEED-IV. The project utilizes transfer learning techn…☆13Aug 29, 2023Updated 2 years ago
- My toy model for natural language inference task.☆11Aug 6, 2018Updated 7 years ago
- The code for "EEG-based Emotion Recognition Using Convolutional Neural Network with Functional Connections"☆13Dec 8, 2020Updated 5 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.
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆96May 23, 2018Updated 8 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆96Dec 5, 2017Updated 8 years ago
- Download and load MIMIC-III into a PostgreSQL DB on an Ubuntu VM☆10Jul 3, 2016Updated 10 years ago
- Matlab and SPM based code to extract features of network dynamics from neurophysiological recordings☆11Sep 7, 2017Updated 8 years ago
- Deep Graph Kernels☆13Nov 1, 2015Updated 10 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆219Oct 25, 2020Updated 5 years ago
- DEAP Dataset Analysis Code☆52Jan 18, 2018Updated 8 years ago
- IEEE Transactions on Affective Computing, 2025☆24Jun 6, 2025Updated last year
- 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
- 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.
- Code for paper "Targeted Sentiment Classification Based on Attentional Encoding and Graph Convolutional Networks"☆10Mar 8, 2020Updated 6 years ago
- Image classification on lung and colon cancer histopathological images through Capsule Networks or CapsNets.☆12Jan 7, 2021Updated 5 years ago
- Multi-Source Domain Attention☆14Oct 21, 2020Updated 5 years ago
- ☆11May 15, 2019Updated 7 years ago
- ☆15Jun 19, 2018Updated 8 years ago
- ☆16Nov 22, 2022Updated 3 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
- Code to deploy a CNN to classify emotions using EEG Signals, based off the DEAP Dataset☆11Mar 2, 2024Updated 2 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
- 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.
- The source code of "Deep attention diffusion graph neural networks for text classification"☆13Nov 11, 2023Updated 2 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
- Codes for dynamic functional connectivity on task and resting fMRI.☆17May 3, 2020Updated 6 years ago
- EEG Feeling Emotions Classification using LSTM☆13Sep 25, 2020Updated 5 years ago
- Repo for final year project☆59Oct 2, 2020Updated 5 years ago
- ☆14Feb 23, 2025Updated last year
- ☆10Dec 21, 2020Updated 5 years ago