2021 International Conference on Sensing Technology and Applications(ICSTA 2021)
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Prof. Yang Chai

Prof. Yang Chai

 

Yang Chai.jpg


Speech Title:Near-sensor and in-sensor computing for neuromorphic machine vision

Abstract

Neuromorphic visual systems have considerable potential to   emulate basic functions of the human visual system even beyond the visible   light region. However, the complex circuitry of artificial visual systems   based on conventional image sensors, memory and processing units presents   serious challenges in terms of device integration and power consumption. Here   we show simple two-terminal optoelectronic resistive random access memory   (ORRAM) synaptic devices for an efficient neuromorphic visual system that   exhibit non-volatile optical resistive switching and light-tunable synaptic   behaviours. The ORRAM arrays enable image sensing and memory functions as   well as neuromorphic visual pre-processing with an improved processing   efficiency and image recognition rate in the subsequent processing tasks. The   proof-of-concept device provides the potential to simplify the circuitry of a   neuromorphic visual system and contribute to the development of applications   in edge computing and the internet of things.

 

Biography

Dr. Yang Chai   is an Associate Professor at the Hong Kong Polytechnic University, a member   of The Hong Kong Young Academy of Sciences, Vice President of Physical   Society of Hong Kong, IEEE Distinguished Lecturer of Electron Device Society,   the Chair of IEEE ED/SSC Hong Kong Chapter (2017-2019), technical committee   member of IEEE IEDM (2017-2018). He received    RGC Early Career Award (2015),   IOP Semiconductor Science and Technology Early Career Award in Research   (2017), Faculty Award for Outstanding   Achievement 2018/19 – Research and Scholarly Activities, ICON 2DMAT Young Scientist Award (2019), and Hong Kong Polytechnic   University President’s Award – Research and Scholarly Activities 2019/2020,etc. He has published over 100 papers, including Nature   Nanotechnology, Nature Electronics, Nature Communications, Science Advances,  IEEE IEDM, etc.