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RESEARCH

Overview

My research interests mainly lie in emerging technologies for artificial intelligence (AI), including very large scale integration (VLSI) circuits and systems, neuromorphic computing, deep learning, machine learning algorithms, and machine intelligence applications. My major accomplishments include designing and fabricating neuromorphic chips with a low-power CMOS/BiCMOS process, and exploring the applications of deep learning to internet of things (IoT).

Image Credit: Craft, Amal, Poon

Prototype of Neuromorphic Chips

chip_HNN

Prototype of Spatial-Temporal Hybrid Neural Network

Fabricated in Dec. 2019

chip_DFR

Prototype of Delay-Feedback Reservoir Network

Fabricated in May 2017

neuromorphic.gif

Machine

Intelligence

 

Learning without Being Explicitly Programmed

wpt

Neuromorphic Computing

 

Moving Beyond the von Neumann Computing Architecture

neural

Wireless Power Transfer

 

A Breakthrough Energy Harvesting Technology for Medical Implants

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