Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)
☆21Oct 5, 2023Updated 2 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:
- IEEE Transactions on Affective Computing, 2025☆24Jun 6, 2025Updated 11 months ago
- 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
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆29Sep 11, 2022Updated 3 years ago
- 1-dimension swin transformer implenmentation.☆16Oct 25, 2024Updated last year
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆16Feb 24, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Reimplementation of the paper Sarkar and Etemad 2020 "Self-Supervised ECG Representation Learning for Emotion Recognition"☆33Jun 24, 2021Updated 4 years ago
- Emotion recognition base on EEG.☆19Jun 1, 2023Updated 2 years ago
- Heart Rate Variability of Electrocardiogram☆11Mar 22, 2016Updated 10 years ago
- This is the official implementation of our work entitled "Multistream Gaze Estimation with Anatomical Eye Region Isolation by Synthetic t…☆31Jun 4, 2024Updated last year
- ECG time-series augmentations library☆27Jun 25, 2023Updated 2 years ago
- ☆47Nov 17, 2025Updated 6 months ago
- [CHIL 2024] Interpretation of Intracardiac Electrograms Through Textual Representations☆12Sep 4, 2024Updated last year
- Notebook to create images from raw ECG values from MIT-BIH database☆11Dec 14, 2017Updated 8 years ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆49May 24, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This repository contains the code for our proposed method "Multi-source Feature Alignment and Label Rectification" (MFA-LR), which has be…☆24Jul 14, 2023Updated 2 years ago
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Sep 17, 2019Updated 6 years ago
- Code and Datasets for the paper "Interpretable deep learning for automatic diagnosis of 12-lead electrocardiogram", published on iScience…☆21Oct 21, 2020Updated 5 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆75Apr 15, 2025Updated last year
- Tuning fuzzy PID controller with genetic algorithm☆12May 20, 2019Updated 7 years ago
- Generate unlimited realistic deepfake ECGs.☆39Mar 18, 2026Updated 2 months ago
- Ecg experiment, including Fourier transform, wavelet transform, wavelet decomposition and LSTM feature extraction. Emotion classification…☆11Jul 17, 2020Updated 5 years ago
- Experiments with LAVIS library to perform image2text and text2image retrieval with BLIP and BLIP2 models☆15Sep 25, 2023Updated 2 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 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- This repository is for task-incremental-learning in LiDAR-based 3D object detection.☆10May 4, 2021Updated 5 years ago
- Inverted pendulum example with Fuzzy control (MATLAB)☆14May 25, 2019Updated 7 years ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆108Jan 8, 2026Updated 4 months ago
- 一阶倒立摆最优控制 Invert pendulum Optimal Control☆16Dec 5, 2019Updated 6 years ago
- ☆11May 10, 2024Updated 2 years ago
- ☆17Apr 10, 2023Updated 3 years ago
- Code for the paper submission: "Modelling graph dynamics in fraud detection with ``Attention""☆11Feb 10, 2022Updated 4 years ago
- Multimodal Medical Data Analysis☆11Jan 16, 2024Updated 2 years ago
- ☆25Dec 4, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 华科自控课程项目——倒立摆控制系统分析与设计☆15Nov 3, 2023Updated 2 years ago
- A Physiology-Informed ECG Delineation Algorithm Based on Peak Prominence☆15Jan 4, 2026Updated 4 months ago
- 致力于AI for science的交叉学科融合。☆11Aug 18, 2024Updated last year
- Pytorch implementation for "Dynamic Instance Domain Adaptation" (DIDA-Net, accepted to IEEE T-IP).☆12May 6, 2024Updated 2 years ago
- ☆13Aug 31, 2023Updated 2 years ago
- ☆41Mar 6, 2026Updated 2 months ago
- ☆10Feb 16, 2025Updated last year