pritamqu / SSL-ECGLinks
Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC
☆45Updated 2 months ago
Alternatives and similar repositories for SSL-ECG
Users that are interested in SSL-ECG are comparing it to the libraries listed below
Sorting:
- Reimplementation of the paper Sarkar and Etemad 2020 "Self-Supervised ECG Representation Learning for Emotion Recognition"☆30Updated 4 years ago
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆14Updated 3 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆65Updated 2 years ago
- A list of papers for emotion recognition using machine learning/deep learning.☆57Updated 4 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆66Updated last year
- Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)☆18Updated last year
- IEEE Transactions on Affective Computing, 2022☆26Updated last year
- A list of papers for physiological signal classification using machine learning/deep learning.☆243Updated 3 years ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆101Updated 3 weeks ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆50Updated 2 months ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆93Updated 2 years ago
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆41Updated 4 years ago
- ☆55Updated last year
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆44Updated last year
- ☆38Updated 4 years ago
- It is an emotion detection with EEG and ECG signals.☆40Updated 5 years ago
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆21Updated 4 months ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆125Updated last year
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆53Updated 2 months ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆25Updated 3 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆24Updated 2 years ago
- This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems …☆68Updated 3 months ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆240Updated last year
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Updated last year
- ☆14Updated last year
- modify self-attention model for EEG signal as input and image embedding layer as output☆103Updated 6 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆40Updated 7 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆139Updated last year
- ☆32Updated 2 years ago
- Transfer learning for multi source EEG-emotion-classification☆14Updated 4 years ago