Search Results for author: Hanyu Zheng

Found 3 papers, 0 papers with code

Digital Modeling on Large Kernel Metamaterial Neural Network

no code implementations21 Jul 2023 Quan Liu, Hanyu Zheng, Brandon T. Swartz, Ho Hin Lee, Zuhayr Asad, Ivan Kravchenko, Jason G. Valentine, Yuankai Huo

However, the digital design of the metamaterial neural network (MNN) is fundamentally limited by its physical limitations, such as precision, noise, and bandwidth during fabrication.

Edge-computing

Intelligent Multi-channel Meta-imagers for Accelerating Machine Vision

no code implementations12 Jun 2023 Hanyu Zheng, Quan Liu, Ivan I. Kravchenko, Xiaomeng Zhang, Yuankai Huo, Jason G. Valentine

Rapid developments in machine vision have led to advances in a variety of industries, from medical image analysis to autonomous systems.

Decision Making

Enhanced compound-protein binding affinity prediction by representing protein multimodal information via a coevolutionary strategy

no code implementations30 Mar 2022 Binjie Guo, Hanyu Zheng, Haohan Jiang, Xiaodan Li, Naiyu Guan, Yanming Zuo, YiCheng Zhang, Hengfu Yang, Xuhua Wang

FeatNN provides an outstanding method for higher CPA prediction accuracy and better generalization ability by efficiently representing multimodal information of proteins via a coevolutionary strategy.

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