Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)
☆21Oct 5, 2023Updated 3 years ago
Alternatives and similar repositories for EPiC-2023
Users that are interested in EPiC-2023 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains scripts and data for Emotion Recognition based on Self-Supervised Learning from ECG signals☆17Dec 14, 2020Updated 5 years ago
- IEEE Transactions on Affective Computing, 2025☆24Jun 6, 2025Updated last year
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆13Jan 17, 2024Updated 2 years ago
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆27Dec 12, 2025Updated 10 months ago
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆16Feb 24, 2023Updated 3 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.
- Emotion recognition base on EEG.☆19Jun 1, 2023Updated 3 years ago
- Heart Rate Variability of Electrocardiogram☆11Mar 22, 2016Updated 10 years ago
- AI, especially Deep Learning, has made breakthroughs in learning from Brain Signals, vital for both Brain Encoding and Decoding. Unlock t…☆17Sep 17, 2025Updated last year
- ECG time-series augmentations library☆27Jun 25, 2023Updated 3 years ago
- ☆49Nov 17, 2025Updated 11 months ago
- ☆11Jun 11, 2023Updated 3 years ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆49May 24, 2025Updated last year
- This repository contains the code for our proposed method "Multi-source Feature Alignment and Label Rectification" (MFA-LR), which has be…☆24Jul 14, 2023Updated 3 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆77Apr 15, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code and Datasets for the paper "Interpretable deep learning for automatic diagnosis of 12-lead electrocardiogram", published on iScience…☆23Oct 21, 2020Updated 5 years ago
- Classification of Kidney Disease using CNN model in Deep Learning to classify kidney disease among Cyst, Stone, Tumor and Normal Kidney…☆16Apr 28, 2023Updated 3 years ago
- Simple portfolio website template using Flask☆18Nov 8, 2022Updated 3 years ago
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Sep 17, 2019Updated 7 years ago
- Unofficial implementation of paper “Multi-scale Attention Convolutional Neural Network for time series classification”[Neural Networks202…☆17May 10, 2022Updated 4 years ago
- A PyTorch implementation for training deep learning models for 12-lead ECGs (2D-CNN, 1D-CNN, Transformer)☆13May 9, 2022Updated 4 years ago
- 🩺Build a deep learning model to detect the presence of pacemakers in ECG signals☆28Aug 11, 2025Updated last year
- Tuning fuzzy PID controller with genetic algorithm☆12May 20, 2019Updated 7 years ago
- Ecg experiment, including Fourier transform, wavelet transform, wavelet decomposition and LSTM feature extraction. Emotion classification…☆11Jul 17, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 【项目文件】控制理论和控制方法。使用MATLAB搭建倒立摆验证各种控制方法。☆13Aug 24, 2021Updated 5 years ago
- Generate unlimited realistic deepfake ECGs.☆39Mar 18, 2026Updated 6 months ago
- "MULTIMODAL EMOTION RECOGNITION BASED ON DEEP TEMPORAL FEATURES USING CROSS-MODAL TRANSFORMER AND SELF-ATTENTION" ICASSP'23☆24Feb 26, 2023Updated 3 years ago
- This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…☆12Jun 26, 2023Updated 3 years ago
- This repository is for task-incremental-learning in LiDAR-based 3D object detection.☆10May 4, 2021Updated 5 years ago
- 一阶倒立摆最优控制 Invert pendulum Optimal Control☆17Dec 5, 2019Updated 6 years ago
- Emotion Recognition Transformer Network Based EEG Signals.☆26Aug 15, 2023Updated 3 years ago
- 华科自控课程项目——倒立摆控制系统分析与设计☆14Nov 3, 2023Updated 2 years ago
- Inverted pendulum example with Fuzzy control (MATLAB)☆14May 25, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆20Jun 11, 2026Updated 4 months ago
- This is a PyTorch implementation of "Multi-label Classification of Electrocardiogram with Modified Residual Networks" paper.☆18Sep 4, 2020Updated 6 years ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆34May 7, 2025Updated last year
- Hybrid Sequential Forward Channel Selection (HSFCS)☆10Jan 11, 2024Updated 2 years ago
- Pytorch implementation of "SHNN: A Single-Channel EEG Sleep Staging Model Based on Semi-Supervised Learning".☆14May 17, 2022Updated 4 years ago
- Code for the paper submission: "Modelling graph dynamics in fraud detection with ``Attention""☆11Feb 10, 2022Updated 4 years ago
- Oxford MSc Applied Digital Health Lab☆16Nov 25, 2025Updated 10 months ago