no code implementations • 2 Sep 2022 • Nikhil Easaw, Woo Seok Lee, Prashant Singh Lohiya, Sarika Jalan, Priodyuti Pradhan
Predicting correlation matrices from partial time series information of a few nodes characterizes the spatio-temporal dynamics of the entire underlying system.
no code implementations • 18 May 2020 • Woo Seok Lee, Junghyo Jo, Taegeun Song
Here we apply the machine learning (ML) for the diagnosis of early stage diabetes, which is known as a challenging task in medicine.
no code implementations • 23 Apr 2020 • Woo Seok Lee, Sergej Flach
Furthermore, we use the neural network to successfully test the dynamics of discrete maps in different dimensions, e. g. the one-dimensional logistic map and a three-dimensional discrete version of the Lorenz system.
no code implementations • 9 Apr 2020 • Woo Seok Lee, Hyunjae Kim, Andrew N. Cleland, Kang-Hun Ahn
When excited by sound, this membrane responds with a frequency-dependent displacement pattern that is detected and identified by the auditory hair cells combined with the human neural system.