XJTU-EEG / LibEERLinks
LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition
☆76Updated 6 months ago
Alternatives and similar repositories for LibEER
Users that are interested in LibEER are comparing it to the libraries listed below
Sorting:
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆108Updated last year
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆92Updated last year
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆71Updated 3 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆66Updated 2 years ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆119Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆48Updated last week
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆57Updated last year
- EEG 脑电 数据集 DEAP SEED☆30Updated this week
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆18Updated 5 months ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆72Updated 3 years ago
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆39Updated 11 months ago
- code for LMDA☆80Updated last year
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆49Updated last month
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆33Updated last year
- ☆36Updated last year
- ☆28Updated 6 months ago
- ☆30Updated 2 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆52Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆39Updated 5 years ago
- ☆87Updated 6 months ago
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆62Updated 3 weeks ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆107Updated 2 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆47Updated 2 weeks ago
- Bimodal emotion database developed by Affective Information Processing Lab at Southeast University (AiplSeu)☆10Updated 2 months ago
- ☆10Updated last year
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆30Updated 8 months ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆27Updated last month
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated last year
- 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☆26Updated 2 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆67Updated last month