Papers
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Total Citations
2
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About
HK Ng is a pioneer in biomimetic autonomous underwater vehicle (AUV) design, with a primary research focus on neural network-driven propulsion systems and bio-inspired robotics. His most notable contribution, the "Fish and chips" model (2008), represents a groundbreaking integration of neural network architectures directly into computer chips to optimize swimming efficiency in AUVs. This work, which has garnered 2 citations, builds upon earlier biomimetic studies of boxfish locomotion, specifically extending the oscillating fin propulsion concepts developed by Deng and Avadhanula. Ng's innovation lies in translating biological neural control mechanisms into hardware-level computational systems, enabling real-time adaptive swimming behaviors that significantly enhance energy efficiency and maneuverability in underwater vehicles. His research bridges the gap between computational neuroscience and marine robotics, offering a novel framework for developing more autonomous and efficient underwater exploration tools. While his citation count remains modest, the conceptual leap represented by "Fish and chips" positions Ng as an early visionary in neuromorphic engineering for marine applications, with potential implications for oceanographic research, environmental monitoring, and defense technologies.
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Top Papers
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