26 citations · 28 across the 11 of their papers we have counts for
4 papers · 1 filter
EEG-Transformer: Self-attention from Transformer Architecture for Decoding EEG of Imagined Speech
Young-Eun Lee, Seo-Hyun Lee
Transformers are groundbreaking architectures that have changed a flow of deep learning, and many high-performance models are developing based on transformer architectures. Transfo…
Mobile BCI dataset of scalp- and ear-EEGs with ERP and SSVEP paradigms while standing, walking, and running
Young-Eun Lee, Gi-Hwan Shin, Minji Lee +1
We present a mobile dataset obtained from electroencephalography (EEG) of the scalp and around the ear as well as from locomotion sensors by 24 participants moving at four differen…
Depth-resolved vascular profile features for artery-vein classification in OCT and OCT angiography of human retina
Tobiloba Adejumo, Tae-Hoon Kim, David Le +3
This study is to characterize reflectance profiles of retinal blood vessels in optical coherence tomography (OCT), and to validate these vascular features to guide artery-vein clas…
Decoding Event-related Potential from Ear-EEG Signals based on Ensemble Convolutional Neural Networks in Ambulatory Environment
Young-Eun Lee, Seong-Whan Lee
Recently, practical brain-computer interface is actively carried out, especially, in an ambulatory environment. However, the electroencephalography (EEG) signals are distorted by m…