A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.
☆35Mar 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:
- Package for bimodal training of deep neural networks on neurological data. Pypi: https://pypi.org/project/BiModNeuroCNN/☆15Nov 9, 2021Updated 4 years ago
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆29Jun 11, 2024Updated last year
- Bimodal emotion database developed by Affective Information Processing Lab at Southeast University (AiplSeu)☆14Mar 12, 2025Updated last year
- A Lightweight and High Performance Neural network for MI-EEG decoding☆40Mar 18, 2025Updated last year
- GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification☆12Jul 24, 2020Updated 5 years ago
- Tutorial for data processing for hybrid BCI☆45May 16, 2018Updated 7 years ago
- Public fNIRS dataset☆50May 31, 2023Updated 2 years 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
- [NeurIPS2025 Spotlight] CSBrain: Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding☆33Nov 26, 2025Updated 3 months ago
- [KBS 2025] Time-Frequency Transform Based Cross-Subject EEG Data Augmentation☆19Feb 3, 2026Updated last month
- ☆17Jul 11, 2023Updated 2 years ago
- ☆12Sep 30, 2024Updated last year
- PiX: Dynamic Channel Sampling for ConvNets (CVPR 2024)☆14Jun 14, 2024Updated last year
- [BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning☆97Apr 22, 2025Updated 11 months ago
- Plot an interactive circular graph to illustrate connections in a network in MATLAB.☆61Apr 22, 2022Updated 3 years ago
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆13Jan 17, 2024Updated 2 years ago
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆80Jun 11, 2025Updated 9 months ago
- Code for data analysis and visualization for the data descriptor "Multimodal brain responses during movie watching"☆18Feb 27, 2024Updated 2 years ago
- Deep learning for PolSAR☆10Jun 11, 2019Updated 6 years ago
- VideoSAR Segmentation☆11Feb 28, 2020Updated 6 years ago
- ☆12Apr 18, 2023Updated 2 years ago
- PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interface☆14Jan 15, 2021Updated 5 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆11Apr 30, 2023Updated 2 years ago
- fNIRS signal processing simplified☆15Jun 15, 2024Updated last year
- Python package for reading, writing and validating Shared Near Infrared Spectroscopy Format (SNIRF) files☆23Aug 7, 2025Updated 7 months ago
- xLSTMAD - Powerful xLSTM based Method for Anomaly Detection☆15Mar 1, 2026Updated 3 weeks ago
- Combine fMRI/EEG to learn about music/auditory processing☆16Dec 8, 2022Updated 3 years ago
- Four commonly used operations on the symmetric positive definite manifold☆29Jul 8, 2022Updated 3 years ago
- A free, opensource, multiplatform, universal viewer and toolbox intended for, but not limited to, timeseries storage files like EEG, EMG,…☆16Jul 6, 2014Updated 11 years ago
- Python A novel multimodal approach for hybridbrain-computer interface☆20May 25, 2020Updated 5 years ago
- Searchbar widget for your R Shiny application☆15Jun 8, 2020Updated 5 years ago
- ☆17Jan 15, 2020Updated 6 years ago
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆19Jul 24, 2025Updated 8 months ago
- ☆24Aug 21, 2025Updated 7 months ago
- FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))☆34Oct 9, 2025Updated 5 months ago
- ☆20Jun 21, 2024Updated last year
- LITE: Light Inception with boosTing tEchniques for Time Series Classification☆33Nov 28, 2025Updated 3 months ago
- Official implementation of paper "An objective quantitative diagnosis of depression using a local-to-global multi-modal fusion graph neur…☆13Jan 13, 2025Updated last year
- A simple unsupervised change detection library for Polarimetric SAR data☆17Feb 22, 2022Updated 4 years ago