joergsimon / SSL-ECG-Paper-ReimplementatonLinks
Reimplementation of the paper Sarkar and Etemad 2020 "Self-Supervised ECG Representation Learning for Emotion Recognition"
☆33Updated 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
Sorting:
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆48Updated 8 months ago
- IEEE Transactions on Affective Computing, 2022☆28Updated 2 years ago
- ☆56Updated 4 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆72Updated 8 months ago
- A list of papers for physiological signal classification using machine learning/deep learning.☆245Updated 3 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆39Updated last year
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆26Updated 2 years ago
- It is an emotion detection with EEG and ECG signals.☆41Updated 5 years ago
- Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)☆21Updated 2 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆47Updated last year
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆47Updated 2 years ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆67Updated 4 months ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆95Updated 3 years ago
- ☆26Updated 2 years ago
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆90Updated 8 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆149Updated last week
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆24Updated last month
- This repository contains scripts and data for Emotion Recognition based on Self-Supervised Learning from ECG signals☆17Updated 5 years ago
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆16Updated 3 years ago
- Multi-module Recurrent Convolutional Neural Network with Transformer Encoder for ECG Arrhythmia Classification☆112Updated 4 years ago
- ☆43Updated last year
- [AAAI 2023] Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis☆42Updated 2 years ago
- ☆38Updated 4 years ago
- ☆32Updated 2 years ago
- [TIM 2024] The official implementation for the paper "Affective EEG-based Person Identification with Continual Learning"☆15Updated last year
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆28Updated 8 months ago
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆46Updated 5 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆127Updated 2 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆104Updated 7 months ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆74Updated 2 years ago