Research
Hardware platforms for neurocomputing and deep learning
Neuromorphic hardware spiking neural networks for temporal learning
Nonvolatile memory-based deep learning acceleration and algorithm
Computational approach to neurobiological phenomena
Current research projects
Development of content-addressable memory for digital communication in a neuromorphic processor (2019.4 - Present) Sponsored by National Research Foundation of Korea
Development of binary neural network based inference acceleration system using passive RRAM array (2020.5 - Present) Sponsored by Ministry of Trade, Industry & Energy and Korea Semiconductor Research Consortium
Memristor-based neural network circuits (2020.6 - Present) Sponsored by Office of Naval Research Global
Previous research projects
Challenge to a veritable brain-like computing: building a neuromorphic architecture with phase-transition neuromorphic devices (2018.4 - 2020.3) Sponsored by National Research Foundation of Korea