Reimplementation of the paper Sarkar and Etemad 2020 "Self-Supervised ECG Representation Learning for Emotion Recognition"
☆33Jun 24, 2021Updated 4 years ago
Alternatives and similar repositories for SSL-ECG-Paper-Reimplementaton
Users that are interested in SSL-ECG-Paper-Reimplementaton are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆48May 24, 2025Updated 10 months ago
- This repository contains scripts and data for Emotion Recognition based on Self-Supervised Learning from ECG signals☆17Dec 14, 2020Updated 5 years ago
- Official code for ECG-TCN paper accepted for publication on AICAS2021☆14Aug 20, 2021Updated 4 years ago
- Ecg experiment, including Fourier transform, wavelet transform, wavelet decomposition and LSTM feature extraction. Emotion classification…☆11Jul 17, 2020Updated 5 years ago
- ☆22Aug 26, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Bimodal emotion database developed by Affective Information Processing Lab at Southeast University (AiplSeu)☆14Mar 12, 2025Updated last year
- Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)☆21Oct 5, 2023Updated 2 years ago
- ☆11Feb 9, 2023Updated 3 years ago
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆29Sep 11, 2022Updated 3 years ago
- It is an emotion detection with EEG and ECG signals.☆41May 10, 2020Updated 5 years ago
- [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional t…☆65Apr 30, 2025Updated 11 months ago
- ECG time-series augmentations library☆27Jun 25, 2023Updated 2 years ago
- [IEEE BHI 2022] Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning☆44Oct 4, 2024Updated last year
- ☆13Jun 5, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13May 3, 2023Updated 2 years ago
- Repository for the WACV 2024 paper "PsyMo: A Dataset for Estimating Self-Reported Psychological Traits from Gait"☆13Feb 22, 2024Updated 2 years ago
- Multi-module Recurrent Convolutional Neural Network with Transformer Encoder for ECG Arrhythmia Classification☆114Oct 4, 2021Updated 4 years ago
- 基于机器学习的情绪分类☆20Aug 15, 2016Updated 9 years ago
- Predicting driver stress levels using Physionet's SRAD (drivedb) dataset with methods such as LSTMs, RNNs, CNNs☆19Mar 30, 2023Updated 3 years ago
- ☆23Jul 1, 2025Updated 9 months ago
- Implementation for Paper "Signal Quality Weighted Fusion of Attentional Convolution and Recurrent Neural Network"☆13May 24, 2024Updated last year
- ☆12Dec 18, 2023Updated 2 years ago
- (AAAI 24) Step Vulnerability Guided Mean Fluctuation Adversarial Attack against Conditional Diffusion Models☆11Oct 12, 2024Updated last year
- 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.
- Maybe it could be a nice memory, you can find the website here:☆15Jan 31, 2026Updated 2 months ago
- ☆16Jul 9, 2025Updated 9 months ago
- [JBHI 2024] Self-supervised pre-training on ECG collected in the wild☆15Nov 14, 2023Updated 2 years ago
- Measure an electrocardiogram (ECG) with an Arduino Uno and an Olimex-EKG-EMG-Shield and calculate the heart rate variability afterward.☆15Nov 30, 2022Updated 3 years ago
- Official PyTorch Code for "Dynamic Temperature Knowledge Distillation"☆11Mar 28, 2025Updated last year
- "Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning" by Yue Duan (AAAI 2024…☆13Nov 20, 2025Updated 4 months ago
- Stress and Affect detection using WESAD dataset☆45Mar 29, 2025Updated last year
- Synthesize plausible ECG signals via Generative adversarial networks☆26Sep 11, 2022Updated 3 years ago
- Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"☆13Feb 21, 2025Updated last year
- 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.
- The Python software library designed to work with OpenBCI hardware.☆11Jun 8, 2017Updated 8 years ago
- Cascade xDAWN EEGNet for ERP detection☆17Apr 27, 2024Updated last year
- IEEE Transactions on Affective Computing 2023☆28Jan 28, 2024Updated 2 years ago
- Using 1D CNN (convolutional neural network) deep learning technique to classify ECG (electrocardiography) signals as normal or abnormal. …☆16Feb 18, 2020Updated 6 years ago
- Imbalanced MIT-BIH dataset is augmented with the generated beats by WGAN-GP and AC-WGAN-GP to improve the classification metrics.☆29Jun 14, 2023Updated 2 years ago
- Deep Learning Algorithm Classifies Heartbeat Events Based on Electrocardiogram Signals☆20Aug 14, 2020Updated 5 years ago
- A new model for gait emotion recognition☆15Mar 22, 2024Updated 2 years ago