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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. Our applications and passion lie in crafting solutions that transcend boundaries, benefiting human health and the environment. We are deeply committed to developing greener technology by innovating and developing mathematical and hardware models, resulting in low energy efficiency and consumption rates. This commitment should reassure you of our dedication to a sustainable future. We often ask ourselves…

“Can we do it better?”

LPiNS Laboratory's Research Matrix. The x-axis represents our research and incorporation of Artificial Intelligence (AI) and Neural Network/Deep Learning, enabling automation and high precision rate in applications, and the y-axis represents our focus on developing and designing energy/power-efficient integrated circuits and embedded systems for real-time applications focusing on humanitarian initiatives.
LPiNS Laboratory’s Research Matrix. The x-axis represents our research and incorporation of Artificial Intelligence (AI) and Neural Network/Deep Learning, enabling automation and high precision rate in applications, and the y-axis represents our focus on developing and designing energy/power-efficient integrated circuits and embedded systems for real-time applications focusing on humanitarian initiatives.

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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