M
Ming Liu
Researcher at Fudan University
Publications - 3
Citations - 432
Ming Liu is an academic researcher from Fudan University. The author has contributed to research in topics: Recurrent neural network & Noise. The author has an hindex of 2, co-authored 3 publications receiving 126 citations. Previous affiliations of Ming Liu include University of Science and Technology of China & Chinese Academy of Sciences.
Papers
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Journal ArticleDOI
Two-dimensional materials for next-generation computing technologies.
Chunsen Liu,Huawei Chen,Shuiyuan Wang,Qi Liu,Qi Liu,Yu-Gang Jiang,David Wei Zhang,Ming Liu,Ming Liu,Peng Zhou +9 more
TL;DR: The opportunities, progress and challenges of integrating two-dimensional materials with in-memory computing and transistor-based computing technologies, from the perspective of matrix and logic computing, are discussed.
Proceedings ArticleDOI
Fully Memristive SNNs with Temporal Coding for Fast and Low-power Edge Computing
Xumeng Zhang,Zuheng Wu,Jikai Lu,Jinsong Wei,Jian Lu,Jiaxue Zhu,Jie Qiu,Rong Wang,Kaihua Lou,Yongzhou Wang,Tuo Shi,Chunmeng Dou,Dashan Shang,Qi Liu,Ming Liu +14 more
TL;DR: In this article, a fully memristive SNN with temporal coding (TC) was implemented on a NbO x device to achieve faster inference speed and lower power than what happens in rate-coding SNNs.
Journal ArticleDOI
Quantitatively Evaluating the Effect of Read Noise in Memristive Hopfield Network on Solving Traveling Salesman Problem
TL;DR: The simulated results demonstrate that the intrinsic read noise in the resistive weight matrix is indeed helpful for the network to escape from local minima, serving as a useful computing resource.