Shengbo Wang
Bachelor of Engineering and Science @ Beihang University
Master of Science @ Tsinghua University (drop out)
Second-year PhD student @ HKU
I explore the intersection of neuromorphic computing and hardware-software co-design, developing biologically-inspired intelligent systems through efficient algorithms and novel hardware architectures for next-generation artificial intelligence.
Research Interests
My work wants to answer a question: how can we make biological efficient and robust intelligence reproducible in touchable hardware?
Efficient AI Algorithms & Architectures
Developing neuromorphic optical flow methods achieving 400% speedup over conventional approaches, with real-time processing capabilities (~1-2ms) for motion prediction, object segmentation, and tracking in dynamic environments like autonomous driving and robotics.
Bio-inspired Neuromorphic Systems
Implementing biologically-realistic perception mechanisms including high-order associative learning, differential sensory processing, and adaptive nociception for safe robotic grasping and navigation in unstructured environments with human-like capabilities.
Simulation & Modeling Resources for Emerging Memory
Creating general memristive transistor models (GEM) with 300% improvement in switching accuracy, real-time state modulation circuits, and comprehensive SPICE implementations for neuromorphic hardware design and validation across different device types and scales.
Recent Updates
Research Featured in Nature Communications and Major Media Outlets
I am honored that my latest work on neuromorphic hardware-accelerated visual optical flow computation was featured in...
Welcome to My Research Portfolio
Welcome to my research portfolio! This site serves as a central hub for my work in neuromorphic computing and efficie...
Postgraduate Scholarship, University of Hong Kong
I’m honored to have been awarded the Postgraduate Scholarship from the University of Hong Kong. This scholarship reco...
Cambridge International Scholarship
I’m thrilled to have been selected as a recipient of the Cambridge International Scholarship, one of only 80 awardees...