Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI
☆32Mar 30, 2021Updated 5 years ago
Alternatives and similar repositories for Spatial-Temporal-attention-
Users that are interested in Spatial-Temporal-attention- are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Nov 9, 2023Updated 2 years ago
- This repository save my work about GAN applied to motor imagery eeg signals☆39Jul 25, 2025Updated last year
- ☆13Nov 15, 2022Updated 3 years ago
- ☆34Jul 22, 2024Updated 2 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Jan 11, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆17Dec 16, 2024Updated last year
- code for LMDA☆90Jul 14, 2023Updated 3 years ago
- Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network☆41Apr 30, 2023Updated 3 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Jul 7, 2021Updated 5 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆49Aug 16, 2022Updated 4 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆50Nov 25, 2024Updated last year
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆50Oct 27, 2022Updated 3 years ago
- Pipeline for structured coupled matrix-tensor factorization of EEG-fMRI data☆10Mar 12, 2021Updated 5 years ago
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆105May 30, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆35Apr 22, 2025Updated last year
- Attention temporal convolutional network for EEG-based motor imagery classification☆357Aug 16, 2026Updated last month
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆144Nov 25, 2023Updated 2 years ago
- ☆10Sep 25, 2019Updated 6 years ago
- [IEEE TNSRE] Mixture of Experts for EEG-Based Seizure Subtype Classification☆11Aug 20, 2024Updated 2 years ago
- ☆44Apr 13, 2019Updated 7 years ago
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆21Apr 18, 2022Updated 4 years ago
- Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain…☆71Apr 23, 2023Updated 3 years ago
- paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”☆13Nov 2, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- EEG motor imagery classification using convolutional neural networks☆43Mar 25, 2023Updated 3 years ago
- Graph Convolutional Networks for 4-class EEG Classification☆85Sep 24, 2020Updated 5 years ago
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆11Jan 4, 2022Updated 4 years ago
- add a Arg: label_smoothing for torch.nn.CrossEntropyLoss()☆14Jan 13, 2021Updated 5 years ago
- CNN classifier to classify MI-EEG signals☆53Dec 2, 2019Updated 6 years ago
- ☆41May 28, 2024Updated 2 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 5 years ago
- The codes that I implemented during my B.Sc. project.☆22Feb 17, 2022Updated 4 years ago
- Electroencephalogram(EEG) benchmark dataset Chb-mit is used for seizure detection. The CHB-MIT dataset is a publicly available database …☆16Apr 23, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Master thesis subject: Leveraging Deep Learning for Real-time EEG Classification at Cybathlon's BCI-race☆15Mar 25, 2023Updated 3 years ago
- ☆98Sep 5, 2021Updated 5 years ago
- Construct a model, which contains channel-attention, CNN, LSTM, self-attention, to classify EEG data;☆11Feb 2, 2022Updated 4 years ago
- Machine learning on motor imagery data.☆17May 15, 2020Updated 6 years ago
- An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation☆20Sep 8, 2022Updated 4 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆11Mar 25, 2023Updated 3 years ago
- ☆15Dec 18, 2019Updated 6 years ago