☆27Jan 19, 2018Updated 8 years ago
Alternatives and similar repositories for EEG_Emotion_Feature_Engineering
Users that are interested in EEG_Emotion_Feature_Engineering are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Jul 28, 2022Updated 3 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Oct 25, 2019Updated 6 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆43Jun 3, 2020Updated 5 years ago
- Learning Representations From EEG With Deep Recurrent-Convolutional Neural Networks☆16Dec 31, 2019Updated 6 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 5 years ago
- ☆12Jul 19, 2019Updated 6 years ago
- ☆10Aug 13, 2021Updated 4 years ago
- Feature extraction for EEG signals☆29Jan 23, 2020Updated 6 years ago
- Feature selection via dependence maximization for EEG based emotion classification.☆53Nov 23, 2014Updated 11 years ago
- Differential entropy features of EEG dataset☆13Mar 28, 2023Updated 2 years ago
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆41Jun 3, 2020Updated 5 years ago
- MI-EEG recognition☆10Feb 14, 2019Updated 7 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Jul 25, 2021Updated 4 years ago
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Sep 17, 2019Updated 6 years ago
- Hierarchical Transfer Component Analysis and Hierarchical Joint Domian Adaption are implemented in this repository.☆21Aug 24, 2018Updated 7 years ago
- Feature Extraction of Mental Load EEG signals☆60Nov 3, 2016Updated 9 years ago
- Emotional Classification from EEG data using Recurrent Neural Network and it's variants☆15Dec 7, 2016Updated 9 years ago
- A comparison of different classifiers in valence and arousal detection using the DEAP database for EEG☆15May 1, 2019Updated 6 years ago
- ☆13Feb 3, 2021Updated 5 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆214Oct 25, 2020Updated 5 years ago
- Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.☆83Jul 12, 2020Updated 5 years ago
- EEG Signal Processing - Entropy☆19Mar 9, 2020Updated 6 years ago
- Vectorized implementations of sample entropy (SampEn) and approximate entropy (ApEn)☆22Nov 29, 2021Updated 4 years ago
- PyTorch implementation of TSception☆84Jan 31, 2023Updated 3 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆89Aug 3, 2019Updated 6 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 5 years ago
- Generate statistical features from Electroencephalographic data☆96Aug 5, 2022Updated 3 years ago
- The final project for ECE C147/C247, which evaluates the performance of CNN + Transformer and CNN + GRU + SimpleRNN models on an EEG data…☆13Mar 29, 2023Updated 2 years ago
- Classification of eeg signals using knn and svm based upon significant features☆14Jan 10, 2023Updated 3 years ago
- Visualisation & processing of MEG data and networks on meshes. A bunch of functions, examples and a gui.☆11Oct 11, 2019Updated 6 years ago
- ☆27Jun 27, 2018Updated 7 years ago
- This is the repository to reproduce the experiments of the IJCAI 2020 paper "Metric Learning in Optimal Transport for Domain Adaptation"☆23Jun 9, 2020Updated 5 years ago
- A tensorflow implementation for EEGLearn☆78Aug 8, 2019Updated 6 years ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆19Jun 11, 2025Updated 9 months ago
- DEAP Dataset Analysis Code☆51Jan 18, 2018Updated 8 years ago
- some tools for gaussian linear dynamical systems☆90May 14, 2018Updated 7 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆82Oct 26, 2021Updated 4 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆57Oct 27, 2022Updated 3 years ago