[MICCAI 2024] Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition
☆60Dec 14, 2024Updated last year
Alternatives and similar repositories for MCA
Users that are interested in MCA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆17Oct 5, 2023Updated 2 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆96May 26, 2022Updated 4 years ago
- FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))☆36Oct 9, 2025Updated 10 months ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆34May 7, 2025Updated last year
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆120Jan 8, 2026Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [TAFFC-2022] PyTorch implementation of TSception v2☆152Oct 2, 2023Updated 2 years ago
- ☆12Apr 18, 2023Updated 3 years ago
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- ☆15Mar 6, 2026Updated 5 months ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆81Sep 29, 2025Updated 10 months ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated last year
- Openly available framework:☆12Feb 23, 2021Updated 5 years ago
- ☆19Mar 26, 2023Updated 3 years ago
- We propose LightCNN, a lightweight CNN architecture designed for efficient and effective Parkinson's disease classification using EEG dat…☆20Sep 4, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆74Apr 30, 2024Updated 2 years ago
- ☆13Jan 25, 2024Updated 2 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆79Feb 22, 2023Updated 3 years ago
- multi-modal sentiment☆16Nov 19, 2024Updated last year
- ☆30Jan 11, 2024Updated 2 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆52Dec 30, 2024Updated last year
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆217Mar 18, 2026Updated 5 months ago
- Official implementation of ICLR26 (Oral): Decentralized Attention Fails Centralized Signals: Rethink Transformers for Medical Time Series☆48Feb 28, 2026Updated 5 months ago
- In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (…☆30Mar 9, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆57Jul 23, 2021Updated 5 years ago
- Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment☆18Jul 4, 2022Updated 4 years ago
- 使用的pytorch编写的eegnet代码,方便现在进行调试☆29Sep 12, 2023Updated 2 years ago
- ☆25Apr 16, 2025Updated last year
- Based on EEG signal, the differential entropy feature is extracted, and the convolution neural network based on time domain network and a…☆13Sep 21, 2022Updated 3 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆107Jun 21, 2023Updated 3 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- Generated Multimodal Prompt☆20Jul 5, 2023Updated 3 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆134Sep 5, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆120Jun 23, 2025Updated last year
- Hybrid Sequential Forward Channel Selection (HSFCS)☆10Jan 11, 2024Updated 2 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆219Oct 25, 2020Updated 5 years ago
- ☆24Oct 15, 2023Updated 2 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆28Jun 21, 2022Updated 4 years ago
- This is a final project for my 2019 Winter course "Pattern Recognition".☆25Dec 11, 2020Updated 5 years ago
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆198Mar 19, 2025Updated last year