meiyor / SincNet-for-Autism-EEG-based-Emotion-Recognition
This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including data from individuals diagnosed with Autism (ASD). For more details and data request send an email to the authors and contributors Juan Manuel Mayor Torres (juan.mayortorres@unitn.it) and Mirco Ravanelli (Mila…
☆65Updated 2 months ago
Alternatives and similar repositories for SincNet-for-Autism-EEG-based-Emotion-Recognition:
Users that are interested in SincNet-for-Autism-EEG-based-Emotion-Recognition are comparing it to the libraries listed below
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆47Updated this week
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆32Updated 2 years ago
- ☆24Updated 2 years ago
- ☆40Updated 4 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆39Updated last month
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆64Updated 2 years ago
- The codes that I implemented during my B.Sc. project.☆22Updated 2 years ago
- PyTorch implementation of TSception☆70Updated last year
- A list of papers for emotion recognition using machine learning/deep learning.☆57Updated 3 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆63Updated last year
- ☆36Updated 3 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆50Updated last month
- Using DCGAN, WGAN & WGAN-GP in Augmentation of EEG data for BCIs☆14Updated 3 years ago
- ☆37Updated 3 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆42Updated 6 months ago
- source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Indu…☆48Updated 2 years ago
- EEG motor imagery classification using convolutional neural networks☆34Updated last year
- Official implementation of the paper "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"☆67Updated 2 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆51Updated last year
- code for LMDA☆70Updated last year
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆44Updated last year
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆14Updated 11 months ago
- Public Models considered for emotion estimation from EEG☆35Updated 2 years ago
- Emotion recognition base on EEG.☆16Updated last year
- This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆24Updated 2 months ago
- A toolbox for EEG signals processing. Welcome to join and build!☆12Updated 2 years ago
- EEG-Based Emotion Recognition☆48Updated 7 months ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆23Updated last year
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆121Updated last year