BradySheehan / wesad_experiments
Experimenting with WESAD using neural networks.
☆16Updated 5 years ago
Alternatives and similar repositories for wesad_experiments:
Users that are interested in wesad_experiments are comparing it to the libraries listed below
- E4 data, EDA stress detection☆70Updated 5 years ago
- Wearable Stress and Affect Detection☆16Updated 4 years ago
- Stress and Affect detection using WESAD dataset☆30Updated 6 years ago
- Biosignal processing for automatic emotion recognition☆44Updated 2 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆45Updated last year
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆90Updated last year
- PyTorch implementation of TSception☆70Updated last year
- A list of papers for emotion recognition using machine learning/deep learning.☆57Updated 3 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆98Updated last year
- modify self-attention model for EEG signal as input and image embedding layer as output☆100Updated 5 years ago
- ☆40Updated 4 years ago
- ☆37Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆131Updated last year
- A list of papers for sleep stages classification using machine learning/deep learning.☆76Updated 2 years ago
- It is an emotion detection with EEG and ECG signals.☆38Updated 4 years ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆46Updated this week
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆37Updated 3 years ago
- ECG time-series augmentations library☆25Updated last year
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆82Updated 2 years ago
- Toolbox for Emotion Analysis using Physiological signals☆58Updated 2 years ago
- ☆160Updated 2 years ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆48Updated last month
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆60Updated 2 years ago
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆15Updated 6 months ago
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆52Updated last year
- ☆24Updated 2 years ago
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including …☆65Updated 2 months ago
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆13Updated 2 years ago
- EEG motor-imagery data analysis using MNE and Pytorch☆31Updated 3 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆39Updated last year