CodeStoreHub / EEG-datasets
EEG 脑电 数据集 DEAP SEED
☆15Updated 4 months ago
Alternatives and similar repositories for EEG-datasets:
Users that are interested in EEG-datasets are comparing it to the libraries listed below
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆39Updated 6 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆38Updated 8 months ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆47Updated 9 months ago
- ☆19Updated 2 months ago
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆15Updated last year
- ACM MM 2023☆39Updated 3 months ago
- ☆31Updated last year
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆74Updated last year
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆27Updated 4 months ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆30Updated last year
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆95Updated last year
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆93Updated last year
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆66Updated 2 years ago
- code for LMDA☆70Updated last year
- ☆12Updated last year
- Official PyTorch repository for Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, ICASSPW 2023.☆53Updated 11 months ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆22Updated 10 months ago
- ☆14Updated last year
- My master thesis about emotion recognition from EEG data with a time series transformer☆23Updated last year
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆13Updated 2 years ago
- This repository contains the code for our proposed method "Multi-source Feature Alignment and Label Rectification" (MFA-LR), which has be…☆16Updated last year
- ☆28Updated last month
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆16Updated last month
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆50Updated 2 years ago
- IEEE Transactions on Affective Computing, 2022☆25Updated last year
- [TAFFC-2022] PyTorch implementation of TSception v2☆98Updated last year
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆58Updated last year
- ☆67Updated 2 months ago
- We propose a time-aware sampling network (TAS-Net) using deep reinforcement learning (DRL) for unsupervised emotion recognition, which is…☆19Updated last year
- Emotion recognition base on EEG.☆16Updated last year