the implementation of multimodal emtion recognizer —— CTCNe which is proposed in "Learning Regional-Level Feature Fusion and Sentiment-Region relevance: A Novel Coupled Three-Components Networks for EEG-based Multimodal Emotion Recognition."
☆19Jul 26, 2020Updated 5 years ago
Alternatives and similar repositories for CTCNet
Users that are interested in CTCNet are comparing it to the libraries listed below
Sorting:
- ☆20Jul 30, 2020Updated 5 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Mar 1, 2021Updated 5 years ago
- ☆11Nov 27, 2022Updated 3 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆120May 3, 2023Updated 2 years ago
- An unofficial pytorch implementation of the BiHDM model proposed by Yang et al. for decoding emotion from multi-channel EEG recordings, w…☆15Apr 6, 2023Updated 2 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆214Oct 25, 2020Updated 5 years ago
- Multimodal Genuine Emotion and Expression Detection database☆12Jul 15, 2024Updated last year
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆19Jul 24, 2025Updated 7 months ago
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆16Jun 29, 2022Updated 3 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆30Sep 18, 2022Updated 3 years ago
- Repo: IEEE TNSRE Article "Modeling EEG data distribution with a Wasserstein Generative Adversarial Network (WGAN) to predict RSVP Events"…☆20Oct 26, 2021Updated 4 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆11Apr 30, 2023Updated 2 years ago
- ☆11Dec 4, 2022Updated 3 years ago
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆51Jul 3, 2024Updated last year
- ☆27Jan 11, 2024Updated 2 years ago
- Graph Convolutional Networks for 4-class EEG Classification☆87Sep 24, 2020Updated 5 years ago
- Cascade xDAWN EEGNet for ERP detection☆16Apr 27, 2024Updated last year
- Role of physiological signals in multimodal emotion recognition solutions in autonomous driving☆12Sep 11, 2021Updated 4 years ago
- This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…☆22Dec 25, 2021Updated 4 years ago
- Matlab code for SBLEST algorithm☆44Mar 6, 2024Updated 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☆29Feb 6, 2023Updated 3 years ago
- PyTorch implementation of TSception☆83Jan 31, 2023Updated 3 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆76Apr 30, 2024Updated last year
- ☆185Nov 3, 2022Updated 3 years ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆11Oct 26, 2022Updated 3 years ago
- PyTorch Codes for Haar Graph Pooling☆11Feb 16, 2023Updated 3 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆134May 21, 2020Updated 5 years ago
- Multimodal Emotion Recognition in a video using feature level fusion of audio and visual modalities☆15Jul 5, 2018Updated 7 years ago
- ☆32May 2, 2023Updated 2 years ago
- Official repository for USVTrack dataset☆24Jan 27, 2026Updated last month
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆42Aug 20, 2023Updated 2 years ago
- ☆11Aug 22, 2023Updated 2 years ago
- A fine multimodality fusion network :)☆11Aug 9, 2021Updated 4 years ago
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆89May 15, 2025Updated 10 months ago
- Package for bimodal training of deep neural networks on neurological data. Pypi: https://pypi.org/project/BiModNeuroCNN/☆15Nov 9, 2021Updated 4 years ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆83Apr 7, 2022Updated 3 years ago
- 爬虫练习——对抖音App进行数据采集（仅供学习使用）☆16Jul 8, 2020Updated 5 years ago
- GCN with MNE input and preprocessing☆10Sep 27, 2020Updated 5 years ago