Temporal Attention Fusion Network with Custom Loss Function for EEG-fNIRS Classification
☆16Mar 18, 2026Updated 7 months ago
Alternatives and similar repositories for TAFN
Users that are interested in TAFN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the official implementation of ESWA - A bidirectional cross-modal transformer representation learning model for EEG-fNIRS multimo…☆28Oct 8, 2026Updated 3 weeks ago
- A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.☆47Mar 13, 2025Updated last year
- Bimodal emotion database developed by Affective Information Processing Lab at Southeast University (AiplSeu)☆17Mar 12, 2025Updated last year
- 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
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆30Jun 11, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆18Sep 21, 2023Updated 3 years ago
- CNN-based fNIRS classification: Rethinking Delayed Hemodynamic Responses for fNIRS Classification☆36May 23, 2026Updated 5 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
- Python A novel multimodal approach for hybridbrain-computer interface☆20May 25, 2020Updated 6 years ago
- Improving BCIs with generative models synthesizing realistic EEG signals. Co-authored research paper: https://arxiv.org/abs/2402.09453☆11Oct 18, 2025Updated last year
- DL model estimating vigilance levels using multimodal EEG and EOG☆33Jul 7, 2022Updated 4 years ago
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆97May 23, 2026Updated 5 months ago
- 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
- ☆45Nov 19, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification☆12Jul 24, 2020Updated 6 years ago
- ☆13Apr 3, 2025Updated last year
- Tutorial for data processing for hybrid BCI☆48May 16, 2018Updated 8 years ago
- A source code for "VIGNet: A deep convolutional neural network for EEG-based driver vigilance estiamtion"☆14May 15, 2022Updated 4 years ago
- MindLink is an open source system which combines EEG and facial expressions to classify emotions of human. This is a project lunched by M…☆19Feb 22, 2022Updated 4 years ago
- Public fNIRS dataset☆58May 31, 2023Updated 3 years ago
- an open database of human head models and companion optode locations for realistic Monte Carlo photon simulations☆17Nov 19, 2025Updated 11 months ago
- Load, View, Analyze FNIRSI 1013D .wav files in Excel with VBA☆21Jul 31, 2026Updated 2 months ago
- MATLAB functions for solving linear inverse problems through a combination of Tikhonov and TV regularization terms, subject to a constrai…☆12Jun 28, 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.
- ☆19Mar 26, 2023Updated 3 years ago
- ☆22Apr 22, 2024Updated 2 years ago
- 2023年中国大学生数学建模比赛C题☆20Jun 12, 2024Updated 2 years ago
- EEG online experiment GUI☆19Jun 7, 2023Updated 3 years ago
- UnWave-Net: Unrolled Wavelet Network for Compton Tomography Image Reconstruction☆10Jul 6, 2025Updated last year
- Code and paper for Problem C of the 2023 National Mathematical Contest in Modeling 2023年全国大学生数学建模竞赛C题的代码和论文☆18Sep 11, 2023Updated 3 years ago
- ☆13Feb 7, 2024Updated 2 years ago
- Fast Transformer for Time-Series Forecasting☆10Feb 23, 2024Updated 2 years ago
- Multi-Modal Cross-Subject Emotion Feature Alignment and Recognition with EEG and Eye Movements☆23Aug 4, 2024Updated 2 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.
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆10Oct 24, 2020Updated 6 years ago
- ☆13Dec 4, 2024Updated last year
- This is just a simple code of how to process EEG data when I learn motor imagination, just for reference.At the same time, it also contai…☆24Nov 13, 2024Updated last year
- ☆13Jan 25, 2024Updated 2 years ago
- ☆16Jun 7, 2023Updated 3 years ago
- ☆14Oct 16, 2022Updated 4 years ago
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆30Nov 30, 2025Updated 11 months ago