Development of circuits and architecture for 2T DRAM-based low-power and high-performance PIM cells
Development of neural network simulator for Flash memory based in-memory computing system
Development for Processing Software on AI Semiconductor Devices
Analog PIM device modeling and framework development based on next-generation memory device
TCAD simulation and device modeling of Flash, DRAM, and other NVM devices.
Nonvolatile memory device and circuit design
PIM simulator development as a benchmarking framework for novel PIM architecture
Novel memory device design and optimization for low-power, accurate analog PIM operation.
Macro-level architecture design for fast, energy-efficient PIM system.
Co-optimization of PIM architecture and algorithms such as LLM (Large Language Model) .