ziyujia / HetEmotionNet
☆50Updated 3 years ago
Alternatives and similar repositories for HetEmotionNet:
Users that are interested in HetEmotionNet are comparing it to the libraries listed below
- ☆20Updated last year
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆36Updated 4 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆54Updated 10 months ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆102Updated last year
- the implementation of multimodal emtion recognizer —— CTCNe which is proposed in "Learning Regional-Level Feature Fusion and Sentiment-Re…☆19Updated 4 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆33Updated 2 months ago
- Code of paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆88Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆43Updated 5 months ago
- IEEE Transactions on Affective Computing, 2022☆26Updated last year
- Official PyTorch repository for Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, ICASSPW 2023.☆59Updated last year
- Graph to Grid: Learning Deep Representations for Multimodal Emotion Recognition☆11Updated 10 months ago
- ☆12Updated last year
- The paper is being submitted☆15Updated last year
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆40Updated 10 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
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated last year
- A list of papers for emotion recognition using machine learning/deep learning.☆56Updated 4 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆24Updated last year
- ☆22Updated 4 months ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆70Updated 2 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆103Updated last year
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆51Updated 2 years ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆25Updated last year
- ☆18Updated 4 years ago
- EEG-based Emotion Recognition via Channel-wise Attention and Self Attention☆10Updated 4 years ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆110Updated last year
- EEG 脑电 数据集 DEAP SEED☆21Updated last month
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆66Updated 2 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆125Updated 3 years ago
- An unofficial pytorch implementation of the BiHDM model proposed by Yang et al. for decoding emotion from multi-channel EEG recordings, w…☆12Updated last year