TAo-200010 / AiplSeu-EEG-fNIRS-emotion
Bimodal emotion database developed by Affective Information Processing Lab at Southeast University (AiplSeu)
☆10Updated last month
Alternatives and similar repositories for AiplSeu-EEG-fNIRS-emotion:
Users that are interested in AiplSeu-EEG-fNIRS-emotion are comparing it to the libraries listed below
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆90Updated last year
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆72Updated 3 years ago
- ☆16Updated 2 months ago
- ☆10Updated 2 years ago
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆15Updated last year
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆20Updated 10 months ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆116Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆46Updated last week
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆39Updated 9 months ago
- ☆30Updated last year
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆55Updated 11 months ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆105Updated last year
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated last year
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆106Updated last year
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆69Updated 4 months ago
- code for LMDA☆79Updated last year
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆40Updated 2 weeks ago
- ☆33Updated 10 months ago
- ☆14Updated 2 years ago
- 运动想象分类模型---ATCNet,源代码融合了关于EEGNet,DeepConvNet,ShallowConvNet等多种典型模型作对比☆25Updated 2 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆37Updated 3 months ago
- ☆11Updated last year
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆18Updated 4 months ago
- DL model estimating vigilance levels using multimodal EEG and EOG☆27Updated 2 years ago
- ☆24Updated 2 years ago
- ☆20Updated last year
- A template: for deep learning processing BCI-2A-Data, including loading data, preprocessing, training, testing, saving the best model, vi…☆20Updated last year
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆32Updated last year
- Package for bimodal training of deep neural networks on neurological data. Pypi: https://pypi.org/project/BiModNeuroCNN/☆12Updated 3 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆65Updated 2 years ago