Emotion Recognition using ML methods on the SEED dataset
☆22Aug 6, 2019Updated 7 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
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆45Jul 2, 2019Updated 7 years ago
- EEG Emotion classification using the DEAP pre-processed data☆166Nov 7, 2018Updated 7 years ago
- Emotion recognition based on DEAP dataset using One-Dimensional CNN, dan RNN (GRU, and LSTM).☆18Nov 24, 2021Updated 4 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆131Nov 4, 2020Updated 5 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 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
- EEG情感识别☆16Dec 9, 2020Updated 5 years ago
- Emotion recognition using DEAP dataset,GSR。☆40Nov 24, 2018Updated 7 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
- 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
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 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
- ☆41Apr 11, 2021Updated 5 years ago
- Transfer Learning and Optimal Transport. A demonstration of Subspace Alignment algorithm and Entropy Regularized Optimal Transport (Sinkh…☆12Mar 28, 2020Updated 6 years ago
- My toy model for natural language inference task.☆11Aug 6, 2018Updated 8 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆97Dec 5, 2017Updated 8 years ago
- Matlab and SPM based code to extract features of network dynamics from neurophysiological recordings☆11Sep 7, 2017Updated 8 years ago
- ☆13May 27, 2019Updated 7 years ago
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 6 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆142Jul 20, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- EEG Sleep stage classification using CNN with Keras☆186Jun 17, 2024Updated 2 years ago
- This repo develops and compares Deep Learning algorithms to recognize music emotion.☆22Oct 31, 2024Updated last year
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago
- Deep Graph Kernels☆13Nov 1, 2015Updated 10 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆65Mar 2, 2023Updated 3 years ago
- EEG online experiment GUI☆19Jun 7, 2023Updated 3 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆219Oct 25, 2020Updated 5 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
- DEAP Dataset Analysis Code☆52Jan 18, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Multi-Source Domain Attention☆14Oct 21, 2020Updated 5 years ago
- LDS-toolbox: a matlab toolbox for linear dynamical systems (LDSs) modeling☆13Mar 23, 2018Updated 8 years ago
- ☆16Nov 22, 2022Updated 3 years ago
- Arabic handwriting dataset and starter code for deep learning study group☆15Oct 9, 2017Updated 8 years ago
- Code to deploy a CNN to classify emotions using EEG Signals, based off the DEAP Dataset☆11Mar 2, 2024Updated 2 years ago
- ☆26Jul 2, 2024Updated 2 years ago
- Image captioning with weight pruning in PyTorch☆22Jan 14, 2022Updated 4 years ago