Language Breakdown
Lines of code distribution across 10 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in MATLAB
Collaboration Network
Global Impact visualization
Repos
23
PRs
0
Growth
+18%
Top Collaborators
No collaborator data yet.
Coding Streak
Contribution activity over the past year
Yidan-Ding
@Yidan-Ding
Jlei61
@Jlei61
Computational Audition and NeuroAI Laboratory
@NeuroscienceAI
Yihe Wang
@YiheWang
Yang Du
@Yangius
Top Repositories
[TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
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 (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.
[ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii. Resolving brain activity for biological plausibility.
[TNNLS 2025] Language-guided contrastive learning for M/EEG-based image recognition.
[TNSRE 23] Global Adaptive Transformer for Cross-Subject EEG Classification.
A toolbox for EEG signals processing. Welcome to join and build!
Common Spatial Generative Adversarial Networks based Data Augmentation for Cross-Subject Brain-Computer Interfacet
Align brain activity with large pre-trained artificial models.
Deep learning software to decode EEG, ECG or MEG signals
A decoding method for motor imagery EEG with spatial filtering and deep learning
Open Source Impact
Contributions to external projects
No external contributions found.