yi-ding-cs / EmT
This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.
☆17Updated last week
Related projects ⓘ
Alternatives and complementary repositories for EmT
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆21Updated 7 months ago
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆14Updated last year
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆25Updated 5 months ago
- EEG-Based Emotion Recognition☆43Updated 5 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆27Updated 5 months ago
- ☆27Updated 5 months ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆54Updated last year
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆25Updated last year
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆86Updated last year
- [TAFFC-2022] PyTorch implementation of TSception v2☆91Updated last year
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆34Updated 5 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆67Updated last year
- A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BCI)☆34Updated 5 months ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Updated last year
- ☆29Updated last year
- code for LMDA☆65Updated last year
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆57Updated 2 years ago
- Official PyTorch repository for Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, ICASSPW 2023.☆41Updated 8 months ago
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆36Updated 4 months ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆24Updated last month
- ☆59Updated this week
- ☆13Updated 4 months ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆118Updated 3 years ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆33Updated last year
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆58Updated 6 months ago
- ☆17Updated 4 months ago
- ☆37Updated 3 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆57Updated 3 months ago
- Code of paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆83Updated 8 months ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆38Updated 3 years ago