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Yi Ding photo

yi-ding-cs Goto Github PK

followers: 57.0 following: 7.0 repos: 19.0 gists: 0.0

Name: Yi Ding

Type: User

Company: Nanyang Technological University

Bio: Ph.D. in Computer Science and Engineering. Research interests: deep/machine learning, brain-computer interface, affective computing, and artificial intelligence

Location: Singapore

Yi Ding's Projects

eeg-deformer icon eeg-deformer

A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BCI)

emt icon emt

This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.

gign icon gign

[EMBC-23] This is the PyTorch implementation of GIGN

lgg icon lgg

[TNNLS-2023] This is the PyTorch implementation of LGGNet.

masa-tcn icon masa-tcn

[IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN

muse-lsl icon muse-lsl

Python script to stream EEG data from the muse 2016 headset

pygat icon pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pytorch-gat icon pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tsception icon tsception

[TAFFC-2022] PyTorch implementation of TSception v2

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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