[MICCAI 2024] Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition
☆61Dec 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:
- 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))☆37Oct 9, 2025Updated 11 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.☆121Jan 8, 2026Updated 8 months ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆153Oct 2, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- ☆16Mar 6, 2026Updated 6 months ago
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆96May 15, 2025Updated last year
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated last year
- Repository for "CAFF-DINO: Multi-spectral object detection transformers with cross-attention features fusion" [Helvig et al.], accepted i…☆36Jan 27, 2025Updated last year
- Openly available framework:☆12Feb 23, 2021Updated 5 years ago
- We propose LightCNN, a lightweight CNN architecture designed for efficient and effective Parkinson's disease classification using EEG dat…☆20Sep 4, 2024Updated 2 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆74Apr 30, 2024Updated 2 years ago
- EEG-Based Emotion Recognition☆70May 29, 2026Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing☆18Sep 24, 2022Updated 4 years ago
- ☆13Jan 25, 2024Updated 2 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆80Feb 22, 2023Updated 3 years ago
- ☆30Jan 11, 2024Updated 2 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆51Dec 30, 2024Updated last year
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆226Mar 18, 2026Updated 6 months ago
- Official implementation of ICLR26 (Oral): Decentralized Attention Fails Centralized Signals: Rethink Transformers for Medical Time Series☆55Feb 28, 2026Updated 7 months ago
- ☆58Jul 23, 2021Updated 5 years ago
- Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment☆18Jul 4, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Based on EEG signal, the differential entropy feature is extracted, and the convolution neural network based on time domain network and a…☆12Sep 21, 2022Updated 4 years ago
- Generated Multimodal Prompt☆20Jul 5, 2023Updated 3 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆122Jun 23, 2025Updated last year
- ABAW3 (CVPRW): A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition☆50Jan 15, 2024Updated 2 years ago
- A trusted repository for groundbreaking EEG research code. Some peer-reviewed algorithms (such as EEG data augmentation techniques, EEG c…☆29Jun 18, 2024Updated 2 years ago
- 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
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆28Jun 21, 2022Updated 4 years ago
- ☆27Jun 12, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [Neurocomputing 2026] EEGDiffuser: Label-guided EEG signals synthesis via diffusion model for BCI applications☆33Jan 7, 2026Updated 8 months ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆31Apr 22, 2025Updated last year
- An EEG-based emotion recognition system using Simple Recurrent Units(SRU) in Pytorch library. It identifies three emotions: positive, neu…☆12Dec 11, 2021Updated 4 years ago
- ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels☆53Mar 18, 2025Updated last year
- Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.☆34Aug 30, 2023Updated 3 years ago
- ☆68May 15, 2025Updated last year
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆125May 3, 2023Updated 3 years ago