Emotional Classification from EEG data using Recurrent Neural Network and it's variants
☆15Dec 7, 2016Updated 9 years ago
Alternatives and similar repositories for emotion_classification
Users that are interested in emotion_classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- EEG preprocessing methods for classifying person emotions have been widely applied. However, there still remain some parts where determin…☆24Feb 17, 2016Updated 10 years ago
- EEG Emotion Classification algorithm - copy from private☆15Mar 1, 2016Updated 10 years ago
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆20Jul 5, 2020Updated 6 years ago
- Semi-supervised Multi-view Variational Autoencoder (semiMVAE)☆11Sep 28, 2017Updated 8 years ago
- Image Captioning Model Implemented in PyTorch using CNN followed by LSTM☆13Apr 5, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆50May 24, 2018Updated 8 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆134May 21, 2020Updated 6 years ago
- 音频刺激的受众脑电特征(线性,非线性)提取,分类,选择最优特征等☆22Jun 19, 2019Updated 7 years ago
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Sep 17, 2019Updated 6 years ago
- Mental Workload Assessment using EEG☆16Jul 13, 2019Updated 7 years ago
- PyTorch implementation of TSception☆86Jan 31, 2023Updated 3 years ago
- NEURAL: a neonatal EEG feature set in Matlab☆42Nov 25, 2020Updated 5 years ago
- ☆32Apr 10, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆91Aug 3, 2019Updated 7 years ago
- ☆28Jan 19, 2018Updated 8 years ago
- Emotional recognition using electroencephelography (EEG)☆19Jul 30, 2018Updated 8 years ago
- EEG Emotion classification using the DEAP pre-processed data☆167Nov 7, 2018Updated 7 years ago
- Hyperdimensional Computing for Electromyography-based Hand Gesture Recognition☆20Mar 18, 2017Updated 9 years ago
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 6 years ago
- For all the researchers who after waiting for a long time, they get their research papers rejected by big international conferences. This…☆10Dec 6, 2020Updated 5 years ago
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago
- Implementation of Attention-based Fusion for Multi-source Human Image Generation, S. Lathuilière, E. Sangineto, A. Siarohin, N. Sebe, WAC…☆10Oct 9, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Aug 31, 2017Updated 9 years ago
- Emotion recognition using DEAP dataset,GSR。☆40Nov 24, 2018Updated 7 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Apr 16, 2020Updated 6 years ago
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆39Sep 29, 2019Updated 6 years ago
- A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.☆11Mar 11, 2024Updated 2 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
- In this repository, based on the latest NLP pappers, we researched on sequential data and time series and developed tasks in NLP such as …☆14May 11, 2024Updated 2 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆97Dec 5, 2017Updated 8 years ago
- Code for paper "Targeted Sentiment Classification Based on Attentional Encoding and Graph Convolutional Networks"☆10Mar 8, 2020Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆11May 10, 2024Updated 2 years ago
- This repository is for task-incremental-learning in LiDAR-based 3D object detection.☆10May 4, 2021Updated 5 years ago
- Image classification on lung and colon cancer histopathological images through Capsule Networks or CapsNets.☆12Jan 7, 2021Updated 5 years ago
- Process and analyse EEG brain signals using EEGlab☆26Oct 20, 2018Updated 7 years ago
- Detection of oil spill located area in the Satelite images of Ocean☆16Aug 26, 2019Updated 7 years ago
- Attention Based Multi-modal Emotion Recognition; Stanford Emotional Narratives Dataset☆17Aug 21, 2019Updated 7 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