nikk-nikaznan / SSVEP-Neural-Generative-ModelsView external linksLinks
Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification
☆74Jun 20, 2024Updated last year
Alternatives and similar repositories for SSVEP-Neural-Generative-Models
Users that are interested in SSVEP-Neural-Generative-Models are comparing it to the libraries listed below
Sorting:
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Sep 8, 2024Updated last year
- ☆30Apr 29, 2022Updated 3 years ago
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆145Dec 11, 2023Updated 2 years ago
- Official Repository of 'A Deep Neural Network for SSVEP-Based Brain-Computer Interfaces'☆79Sep 22, 2023Updated 2 years ago
- FB-tCNN for SSVEP Classification (TNSRE)☆24Jan 5, 2023Updated 3 years ago
- Official Repository of 'Transfer learning of an ensemble of DNNs for SSVEP BCI spellers without user-specific training'☆26Sep 22, 2023Updated 2 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 6 years ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆74Mar 25, 2023Updated 2 years ago
- SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either cont…☆46Dec 6, 2020Updated 5 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆44Jul 14, 2025Updated 6 months ago
- Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral visi…☆37Sep 20, 2022Updated 3 years ago
- This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.☆50Feb 22, 2025Updated 11 months ago
- Matlab code: Enhancing Detection of Multi-Frequency-Modulated SSVEP Using Phase Difference Constrained Canonical Correlation Analysis (D…☆11Nov 13, 2023Updated 2 years ago
- Data augmentation for SSVEPs using Source Aliasing Matrix Estimation☆12Dec 25, 2022Updated 3 years ago
- Matlab code: "Wong, C. M., et al. (2020). Inter-and intra-subject transfer reduces calibration effort for high-speed SSVEP-based BCIs. IE…☆12Apr 27, 2023Updated 2 years ago
- ☆30Jun 25, 2025Updated 7 months ago
- CCA for SSVEP, DNN for SSVEP, ROS-BCI☆15Jun 2, 2021Updated 4 years ago
- The official code for paper entitled "TRCA-Net: Using TRCA filters to boost the SSVEP classification with convolutional neural network" a…☆13Jul 18, 2023Updated 2 years ago
- Classification toolbox for ERP and SSVEP based BCI data☆56May 3, 2021Updated 4 years ago
- DDGCNN for ssvep☆15Dec 6, 2023Updated 2 years ago
- 常见SSVEP信号处理算法(以空间滤波器为主)☆55Mar 30, 2025Updated 10 months ago
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆23Jun 21, 2025Updated 7 months ago
- This is source code provided for replication of SSVEPNet☆42Jan 12, 2026Updated last month
- Implement TRCA algorithm for ssvep signal classification☆17Dec 15, 2019Updated 6 years ago
- Explore the differences between sliding window and full-epoch models on MEG data and use PFI to uncover neuroscientific insights.☆18May 21, 2024Updated last year
- SSVEP experiment for the OpenBCI EEG device.☆29Jul 28, 2014Updated 11 years ago
- ☆13Sep 5, 2023Updated 2 years ago
- ☆11Jun 29, 2022Updated 3 years ago
- ☆12Feb 27, 2024Updated last year
- Conditional EEG diffusion model☆16Apr 5, 2024Updated last year
- ☆12May 25, 2023Updated 2 years ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆47Apr 20, 2023Updated 2 years ago
- This is the repository with the materials for the Graz BCI 2019 workshop : "Benchmarking BCI classification methods: a hands-on introduct…☆15Sep 17, 2019Updated 6 years ago
- ☆12Oct 24, 2023Updated 2 years ago
- BCI datasets and algorithms☆76Jun 8, 2022Updated 3 years ago
- Leverage SSVEP to control drone in real time☆30Oct 2, 2022Updated 3 years ago
- ☆14Feb 19, 2019Updated 6 years ago
- Code helper for BEETL competition☆12Sep 11, 2021Updated 4 years ago
- ☆10Nov 27, 2023Updated 2 years ago