This is the official implementation of ESWA - A bidirectional cross-modal transformer representation learning model for EEG-fNIRS multimodal affective BCI
☆28Oct 8, 2026Updated 3 weeks ago
Alternatives and similar repositories for TSMMF-ESWA
Users that are interested in TSMMF-ESWA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Temporal Attention Fusion Network with Custom Loss Function for EEG-fNIRS Classification☆16Mar 18, 2026Updated 7 months ago
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆31Jun 11, 2024Updated 2 years ago
- This is the open source code of 《DeepSyncNet:Deep Synchronized Fusion Network for EEG-fNIRS Multimodal Brain-Computer Interfaces》☆20Mar 17, 2026Updated 7 months ago
- ☆18Sep 21, 2023Updated 3 years ago
- Tutorial for data processing for hybrid BCI☆49May 16, 2018Updated 8 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆49Jun 26, 2019Updated 7 years ago
- CNN-based fNIRS classification: Rethinking Delayed Hemodynamic Responses for fNIRS Classification☆36May 23, 2026Updated 5 months ago
- ☆14Feb 25, 2025Updated last year
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆97May 23, 2026Updated 5 months ago
- IEEE Transactions on Affective Computing 2023☆33Jan 28, 2024Updated 2 years ago
- [NeurIPS2025 Spotlight] CSBrain: Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding☆50Nov 26, 2025Updated 11 months ago
- ☆15Jun 11, 2026Updated 4 months ago
- ☆13Jan 25, 2024Updated 2 years ago
- 本科毕业设计,基于Transformer的运动想象脑电信号分类,采用CNN+Transformer框架,CNN提取局部时间空间特征,Transformer提取全局依赖☆33May 22, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [CVPR 2026] NeuroFlow: Toward Unified Visual Encoding and Decoding from Neural Activity☆20Apr 23, 2026Updated 6 months ago
- Hypergraph Multi-Modal Learning for EEG-based Emotion Recognition in Conversation☆23Jun 15, 2026Updated 4 months ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆319Sep 19, 2026Updated last month
- Python A novel multimodal approach for hybridbrain-computer interface☆20May 25, 2020Updated 6 years ago
- NIRS-KIT is a MATLAB toolbox for both task and resting-state fNIRS data analysis with a user-friendly GUI.☆24Oct 29, 2025Updated last year
- Codes for "Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivit…☆22Mar 26, 2026Updated 7 months ago
- DL model estimating vigilance levels using multimodal EEG and EOG☆33Jul 7, 2022Updated 4 years ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆154Oct 2, 2023Updated 3 years ago
- Public fNIRS dataset☆58May 31, 2023Updated 3 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.
- Official implementation of "MARS, Multi-Agent Reinforcement Learning for Spatial-Spectral and Temporal Feature Selection in EEG-based BCI…☆12Apr 15, 2024Updated 2 years ago
- [ICML 2026] Official implementation of Omni-fMRI, a universal atlas-free fMRI foundation model with dynamic patching to reduce compute wh…☆23Sep 27, 2026Updated last month
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆83Sep 29, 2025Updated last year
- ☆22May 29, 2026Updated 5 months ago
- FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition☆16Jul 8, 2025Updated last year
- This code implements the EEG Net deep learning model using PyTorch. The EEG Net model is based on the research paper titled "EEGNet: A Co…☆58Apr 2, 2025Updated last year
- This repository is the implementation of “Front-end Replication Dynamic Window (FRDW) for Online Motor Imagery Classification."☆12Sep 22, 2023Updated 3 years ago
- ☆38Jul 9, 2020Updated 6 years ago
- ☆13Apr 3, 2025Updated last year
- 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-level Disentangling Network for Cross-Subject Emotion Recognition☆14Dec 1, 2024Updated last year
- ☆13Oct 17, 2026Updated 2 weeks ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆686Sep 29, 2025Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆375Aug 7, 2026Updated 2 months ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆125Jan 8, 2026Updated 9 months ago
- A source code for "VIGNet: A deep convolutional neural network for EEG-based driver vigilance estiamtion"☆14May 15, 2022Updated 4 years ago
- ☆12Feb 9, 2023Updated 3 years ago