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Research

This image was generated by Midjourney using Salvador Dali’s open art images and LPiNS logo.
This image was generated by Midjourney using Salvador Dali’s open art images and our LPiNS logo. (Hardware Utilization NVIDIA GeForce GTX 1070 GPU Memory: 7.4GB, Temp: 63C, Utilization 6%). Can we do it better?

Research at a Glance

LPiNS Laboratory’s research goal is to innovate low-power algorithms design methods to model and design energy-efficient integrated circuits and computer architectures from processing elements to memories. Foundational and applied work extends across diverse audiences and applications, from biomedical device innovation to in-memory device architecture re-design. Our research topics can be illustrated in a matrix format. The core research objective is building energy-efficient hardware components, systems, and architectures utilizing low-power circuit methods and current technological trends. We often ask ourselves…

“Can we do it better?”

LPiNS Laboratory’s Research Matrix. The x-axis represents our research application type, which is mainly focused on AI-enabled computations and real-time embedded systems. The y-axis represents our platform, which is both in the software and hardware domains.

Research Topics

Our research topics include design of integrated circuits (VLSI), computer architecture and biomedical instrumentation. We are a research laboratory consisting and collaborating with electrical and computer engineers, sensor architects, computer scientists and healthcare professionals.

VLSI/Computer Architecture

VLSI/Computer Architecture

Biomedical Instrumentation

Biomedical Instrumentation

Edge AI Hardware Systems

Edge AI Hardware Systems
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