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
☆76Jun 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆16Sep 8, 2024Updated last year
- ☆31Apr 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…☆146Dec 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)☆25Jan 5, 2023Updated 3 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.
- 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 3 years ago
- Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral visi…☆38Sep 20, 2022Updated 3 years ago
- Data augmentation for SSVEPs using Source Aliasing Matrix Estimation☆12Dec 25, 2022Updated 3 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆46Jul 14, 2025Updated 8 months 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
- Matlab code: Enhancing Detection of Multi-Frequency-Modulated SSVEP Using Phase Difference Constrained Canonical Correlation Analysis (D…☆11Nov 13, 2023Updated 2 years ago
- This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.☆53Feb 22, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- CCA for SSVEP, DNN for SSVEP, ROS-BCI☆16Jun 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
- 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 9 months ago
- Implement TRCA algorithm for ssvep signal classification☆17Dec 15, 2019Updated 6 years ago
- 常见SSVEP信号处理算法（以空间滤波器为主）☆56Mar 30, 2025Updated 11 months ago
- DDGCNN for ssvep☆15Dec 6, 2023Updated 2 years ago
- SSVEP experiment for the OpenBCI EEG device.☆29Jul 28, 2014Updated 11 years ago
- Classification toolbox for ERP and SSVEP based BCI data☆56May 3, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆23Jun 21, 2025Updated 9 months ago
- This is source code provided for replication of SSVEPNet☆44Mar 3, 2026Updated 3 weeks ago
- ☆11Jun 29, 2022Updated 3 years ago
- ☆14Feb 19, 2019Updated 7 years ago
- Leverage SSVEP to control drone in real time☆31Oct 2, 2022Updated 3 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 Brain Computer Interface - Example code for real-time detection of SSVEP using the Canonical Correlation Analysis (CCA) code in rea…☆17Jul 25, 2019Updated 6 years ago
- 12-class joint frequency-phase modulated SSVEP dataset for estimating online BCI performance☆51Oct 6, 2016Updated 9 years ago
- ☆12Feb 27, 2024Updated 2 years ago
- 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.
- BCI datasets and algorithms☆77Jun 8, 2022Updated 3 years ago
- ☆10Nov 27, 2023Updated 2 years ago
- Conditional EEG diffusion model☆17Apr 5, 2024Updated last year
- ☆12May 25, 2023Updated 2 years ago
- The SSVEP Keyboard works with the icibici hardware. Once connected you should be able to look at keys and it will type them for you.☆47Jan 5, 2022Updated 4 years ago
- Code to accompany our International Conference on Robotics and Automation (ICRA) paper entitled - Using variable natural environment brai…☆14Jun 20, 2024Updated last year
- High School SSVEP-BCI Research Project to improve classification accuracy of captured EEG signals☆11May 31, 2019Updated 6 years ago