Research Subjects
Neuromorphic computing system using analog conductance switching memory device (AI hardware)
Synaptic plasticity of nonvolatile memory (LTP, SRDP, STDP)
1S-1R (1T-1R, 1D-1R) integrated crossbar architecture
Global constant voltage programming using array uniformity enough to be used for learning rate modulation
Neural network modeling, intelligent system algorithm, complex data processing (AI application)
Practical application for health care, motion detection, traffic light decision, image/video recognition
Convolutional image processing, unstructured pattern analysis
Time-series data processing, inference, ANN optimization