philipph77 / DAPE-Framework
Multi-Source Affective Classification EEG Framework with Private Encoders
☆13Updated 2 years ago
Alternatives and similar repositories for DAPE-Framework:
Users that are interested in DAPE-Framework are comparing it to the libraries listed below
- This repository is the official implementation of “Transfer learning for brain-computer interfaces: A Euclidean space data alignment appr…☆21Updated 3 years ago
- ☆21Updated last year
- Transfer learning for multi source EEG-emotion-classification☆13Updated 4 years ago
- This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…☆21Updated 3 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆37Updated 8 months ago
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆37Updated 4 years ago
- The paper is being submitted☆14Updated last year
- ☆11Updated last year
- [TAFFC-2022] PyTorch implementation of TSception v2☆97Updated last year
- This is a community implementation of EEG-ConvTransformer☆18Updated last year
- Support paper for Cross-Subject EEG Emotion Classification based on Few-Label Adversarial Domain Adaption☆25Updated 3 years ago
- ☆18Updated 2 months ago
- ☆13Updated 3 years ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆66Updated 2 years ago
- Multi-Source Deep Domain Adaptation Ensemble Framework for Cross-Dataset Motor Imagery EEG Transfer Learning☆14Updated 7 months ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆20Updated 2 years ago
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆22Updated 2 years ago
- ☆21Updated last year
- EEG-based Emotion Recognition via Channel-wise Attention and Self Attention☆9Updated 4 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆15Updated 6 months ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆50Updated 2 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆28Updated 3 weeks ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆32Updated 2 years ago
- ☆29Updated 7 months ago
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆38Updated 6 months ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆39Updated 4 years ago
- IEEE Transactions on Affective Computing, 2022☆24Updated last year
- Deep Learning pipeline for motor-imagery classification.☆59Updated 3 years ago
- ☆28Updated last month
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆15Updated last year