A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.
☆45Mar 13, 2025Updated last year
Alternatives and similar repositories for STA-Net
Users that are interested in STA-Net 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☆15Mar 18, 2026Updated 4 months ago
- CNN-based fNIRS classification: Rethinking Delayed Hemodynamic Responses for fNIRS Classification☆37May 23, 2026Updated 2 months ago
- Bimodal emotion database developed by Affective Information Processing Lab at Southeast University (AiplSeu)☆15Mar 12, 2025Updated last year
- Public fNIRS dataset☆56May 31, 2023Updated 3 years ago
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆30Jun 11, 2024Updated 2 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.
- ☆15Sep 7, 2019Updated 6 years ago
- [Neural Networks 2025] EEGMamba: An EEG Foundation Model with Mamba☆98Nov 17, 2025Updated 8 months ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆329Jun 16, 2026Updated last month
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆97May 23, 2026Updated 2 months ago
- [ICLR'26] CodeBrain: Bridging Decoupled Tokenizer and Multi-Scale Architecture for EEG Foundation Models☆25May 19, 2026Updated 2 months ago
- BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.☆206Dec 11, 2023Updated 2 years ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆11Oct 26, 2022Updated 3 years ago
- Offical repository of the paper "EEG-DG:A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆36Apr 30, 2025Updated last year
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆21Jul 24, 2025Updated last year
- 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.
- GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification☆12Jul 24, 2020Updated 6 years ago
- [NeurIPS 2025, Spotlight] EvoBrain: Dynamic Multi-channel EEG Graph Modeling for Time-Evolving Brain Networks☆29Mar 10, 2026Updated 4 months ago
- [ICLR 2025] XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification☆15Mar 1, 2026Updated 4 months ago
- BrainFusion is an open-source Python platform for analyzing multimodal physiological signals (EEG, EMG, ECG, fNIRS). It offers preprocess…☆44Jun 11, 2025Updated last year
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆20Apr 25, 2025Updated last year
- ☆29Oct 6, 2025Updated 9 months ago
- Official repository for the paper "MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech Enhancement" (A…☆35Mar 25, 2026Updated 4 months ago
- [ECCV 2024] FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification☆39Apr 15, 2026Updated 3 months ago
- ☆18Jun 18, 2024Updated 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.
- NeuroBridge (AAAI 2026): Self-Supervised EEG-to-Image Decoding.☆47Apr 21, 2026Updated 3 months ago
- A source code for "VIGNet: A deep convolutional neural network for EEG-based driver vigilance estiamtion"☆12May 15, 2022Updated 4 years ago
- ☆13Jan 25, 2024Updated 2 years ago
- The LAP Challenge aims at advancing spatial audio technologies through the personalization of HRTFs.☆16Aug 12, 2025Updated 11 months ago
- django音乐推荐系统☆13Jul 12, 2022Updated 4 years ago
- Official Code Repository of "Tokenizing Single-Channel EEG with Time-Frequency Motif Learning". arXiv: https://arxiv.org/abs/2502.16060☆35Apr 22, 2026Updated 3 months ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆40Mar 18, 2025Updated last year
- ☆12Sep 30, 2024Updated last year
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆81Jun 11, 2025Updated last year
- 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.
- 2023年高教社杯全国大学生数学建模竞赛C题:蔬菜类商品的自动定价与补货决策☆14Nov 26, 2023Updated 2 years ago
- [NeurIPS2025 Spotlight] CSBrain: Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding☆45Nov 26, 2025Updated 8 months ago
- ☆22Apr 22, 2024Updated 2 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆120Jun 23, 2025Updated last year
- Matlab source code of the paper "Y. Cui, D. Wu* and J. Huang*, "Optimize TSK Fuzzy Systems for Classification Problems: Mini-Batch Gradie…☆15Feb 7, 2021Updated 5 years ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆646Sep 29, 2025Updated 10 months ago
- The model code for the TS-SEFFNet proposed in the paper "A Temporal-Spectral-based Squeeze-and-Excitation Feature Fusion Network for Moto…☆20Nov 23, 2021Updated 4 years ago