ispamm / MHyEEG
Official PyTorch repository for Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, ICASSPW 2023.
☆54Updated 11 months ago
Alternatives and similar repositories for MHyEEG:
Users that are interested in MHyEEG are comparing it to the libraries listed below
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆40Updated 3 months ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆22Updated 11 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
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆67Updated 2 years ago
- EEG-based Emotion Recognition via Channel-wise Attention and Self Attention☆10Updated 4 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆58Updated last year
- Graph to Grid: Learning Deep Representations for Multimodal Emotion Recognition☆10Updated 9 months ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆23Updated last year
- EEG 脑电 数据集 DEAP SEED☆15Updated last week
- ☆19Updated 2 months ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆49Updated 9 months ago
- ☆30Updated last year
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆39Updated 7 months ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆101Updated last year
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆98Updated last year
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆66Updated 2 years ago
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆16Updated 2 months ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆95Updated last year
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆50Updated 2 years ago
- ☆18Updated last year
- Code of paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆85Updated 11 months ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆51Updated last year
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆14Updated last year
- IEEE Transactions on Affective Computing, 2022☆25Updated last year
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆77Updated last year
- Emotion Recogniton LSTM RNN Arousal Valence☆47Updated last year
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆35Updated 4 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆29Updated last month
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆37Updated 5 years ago