Pinned Repositories
Adaptor
Global Adaptive Transformer for Cross-Subject EEG Classification.
braindecode
Deep learning software to decode EEG, ECG or MEG signals
CS-GAN
Common Spatial Generative Adversarial Networks based Data Augmentation for Cross-Subject Brain-Computer Interfacet
EEG-Conformer
EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
EEG-DL
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
EEG-Toolbox
A toolbox for EEG signals processing. Welcome to join and build!
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 (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.
LLM-NICE
Language-guided contrastive learning for EEG and MEG-based image recognition.
NICE-EEG
[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.
TSF-STAN
A decoding method for motor imagery EEG with spatial filtering and deep learning
eeyhsong's Repositories
eeyhsong/EEG-Conformer
EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
eeyhsong/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 (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.
eeyhsong/NICE-EEG
[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.
eeyhsong/Adaptor
Global Adaptive Transformer for Cross-Subject EEG Classification.
eeyhsong/EEG-Toolbox
A toolbox for EEG signals processing. Welcome to join and build!
eeyhsong/CS-GAN
Common Spatial Generative Adversarial Networks based Data Augmentation for Cross-Subject Brain-Computer Interfacet
eeyhsong/LLM-NICE
Language-guided contrastive learning for EEG and MEG-based image recognition.
eeyhsong/braindecode
Deep learning software to decode EEG, ECG or MEG signals
eeyhsong/TSF-STAN
A decoding method for motor imagery EEG with spatial filtering and deep learning
eeyhsong/EEG-DL
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
eeyhsong/overleaf
A web-based collaborative LaTeX editor
eeyhsong/TLBCI
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-Computer Interfaces: A Complete Pipeline, Information Sciences, 2021, submitted."
eeyhsong/40-PschoPy
Best ssvep system in the world.
eeyhsong/deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
eeyhsong/evenflow
Compute transfer entropy and related statistics
eeyhsong/Hail-Hydra
Some exercises on coding with LeetCode
eeyhsong/PHDF-Dataset
PHDF-Dataset is a pedestrian head detection dataset based on fisheye camera.
eeyhsong/TE
Transfer Entropy Calculation
eeyhsong/vrpn
Virtual Reality Peripheral Network - Official GitHub Repository
eeyhsong/wgan-gp
Pytorch implementation of Wasserstein GANs with Gradient Penalty