EEG-Transformer
importedsoftware/eeg-transformer
i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension…
Machine-generated from the listed sources and not yet reviewed by a human.
- Category
- Software & Systems
- Subcategory
- unknown
- License
- GPL-3.0(osi)
- Status
- dormant
- Maturity
- deployed
- Organization
- unknown
- Country
- unknown
- Homepage
- unknown
- Repository
- github.com/eeyhsong/EEG-Transformer
- Documentation
- unknown
- Tags
- attention · attention-mechanism · common-spatial-pattern · deep-learning · eeg · eeg-classification · physiological-signals · transformer
- Regulatory
- unknown
Top contributors by commit count, from the project’s public repository. Avatars are served by their origin, not stored here. To be removed from this list, open an issue.
Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.
- motor-imagery-BCIcommon-spatial-pattern · eeg · eeg-classification
A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO
- AttnSleepattention · eeg · eeg-classification
[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
- EEG-Conformerattention · eeg · transformer
[TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
- FATattention · eeg · transformer
FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))
- sigcleaneeg · physiological-signals
SigClean is a comprehensive Python library for cleaning and preprocessing biomedical signals including ECG, EMG, EEG, and other physiological signals. It provides a complete toolkit for signal…
- CTNetattention · eeg-classification
CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification
- api.github.com/repos/eeyhsong/EEG-Transformerretrieved 2026-08-05 · via github-api
Machine-imported from GitHub search. Last push 2023-03-23, 333 stars, license reported as GPL-3.0. Category and schematic were assigned by keyword heuristics and are unreviewed.
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/v1/entries/26.json→ .entries["eeg-transformer"]
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