3 papers
cs.LG2020
Counterfactual Explanation Based on Gradual Construction for Deep Networks
Hong-Gyu Jung, Sin-Han Kang, Hee-Dong Kim +2
To understand the black-box characteristics of deep networks, counterfactual explanation that deduces not only the important features of an input space but also how those features…
q-bio.NC2020
Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks
Ji-Seon Bang, Ji-Hoon Jeong, Dong-Ok Won
Recently, visual perception (VP) and visual imagery (VI) paradigms are investigated in several brain-computer interface (BCI) studies. VP and VI are defined as a changing of brain…
q-bio.NC2020
Prediction of Individual Propofol Requirements based on Preoperative EEG Signals
Young-Seok Kweon, Minji Lee, Dong-Ok Won +1
The patient must be given an adequate amount of propofol for safe surgery since overcapacity and low capacity cause accidents. However, the sensitivity of propofol varies from pati…