Zhenming Yu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Topics

Synaptic Weights

Learning Frameworks

Failure Detection

Top Venues

Sci. China Inf. Sci.

Publications

Xiangyong Dong, Zhenming Yu, Hongyu Huang, Kaixuan Sun, Kun Xu
Low-resolution Kramers-Kronig detection system with error-feedback noise shaping. Sci. China Inf. Sci. 67 (5) (2024)
Zhenming Yu, Ming-Jay Yang, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming. AICAS (2024)
Hongyu Huang, Zhenming Yu, Liming Cheng, Wei Zhang, Yueqiu Mu, Kun Xu
Integrated Coherent Optical Fiber Communication System with Discrete-Time Analog Transmission. OFC (2024)
Zhenming Yu, Ming-Jay Yang, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming. CoRR (2024)
Zhenming Yu, Stephan Menzel, John Paul Strachan, Emre Neftci
Integration of Physics-Derived Memristor Models with Machine Learning Frameworks. CoRR (2024)
Kaixuan Sun, Zhenming Yu, Liang Shu, Zhiquan Wan, Hongyu Huang, Yi Lei, Kun Xu
Digital Residual Spectrum-Based Generalized Soft Failure Detection and Identification in Optical Networks. IEEE Trans. Commun. 71 (1) (2023)
Laura Bégon-Lours, Mattia Halter, Youri Popoff, Zhenming Yu, Donato Francesco Falcone, Bert Jan Offrein
Ferroelectric Memristor. CoRR (2023)
Jamie Lohoff, Zhenming Yu, Jan Finkbeiner, Anil Kaya, Kenneth Michael Stewart, Hin Wai Lui, Emre Neftci
Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review. ICONS (2023)
Zhenming Yu, Hongyu Huang, Liming Cheng, Wei Zhang, Yueqiu Mu, Kun Xu
Semantic optical fiber communication system. CoRR (2022)
Zhenming Yu, Stephan Menzel, John Paul Strachan, Emre Neftci
Integration of Physics-Derived Memristor Models with Machine Learning Frameworks. IEEECONF (2022)
Kaixuan Sun, Zhenming Yu, Hongyu Huang, Jing Zhang, Kun Xu
Autonomous and Generalized Soft Failure Detection based on Digital Residual Spectrum in Optical Networks. OFC (2022)
Laura Bégon-Lours, Mattia Halter, Marilyne Sousa, Youri Popoff, Diana Dávila Pineda, Donato Francesco Falcone, Zhenming Yu, Steffen Reidt, Lorenzo Benatti, Francesco Maria Puglisi, Bert Jan Offrein
, ferroelectric synaptic weights. Neuromorph. Comput. Eng. 2 (2) (2022)
Kaixuan Sun, Zhenming Yu, Liang Shu, Zhiquan Wan, Kun Xu
Generalized Soft Failure Identification enabled by Digital Residual Spectrum and Autoencoder. OFC (2021)
Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan
Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging. ICCV (2021)
Kaixuan Sun, Zhenming Yu, Liang Shu, Zhiquan Wan, Hongyu Huang, Kun Xu
Experimental Demonstration of Soft Failure Identification Based on Digital Residual Spectrum and Machine Learning. UCET (2021)
Laura Bégon-Lours, Mattia Halter, Youri Popoff, Zhenming Yu, Donato Francesco Falcone, Bert Jan Offrein
High-Conductance, Ohmic-like HfZrO4 Ferroelectric Memristor. ESSDERC (2021)
Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan
Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging. CoRR (2021)
Liang Shu, Zhenming Yu, Kaixuan Sun, Zhiquan Wan, Hongyu Huang, Kun Xu
Error-Feedback Noise Shaping for Low-Resolution High-Speed IM/DD and Coherent Transmission Systems. OFC (2021)
Laura Bégon-Lours, Mattia Halter, Youri Popoff, Zhenming Yu, Donato Francesco Falcone, Bert Jan Offrein
High-Conductance, Ohmic-like HfZrO4 Ferroelectric Memristor. ESSCIRC (2021)
Jiawei Deng, Guangyao Pang, Li Wan, Zhenming Yu
Low-light Image Enhancement based on Joint Decomposition and Denoising U-Net Network. ISPA/BDCloud/SocialCom/SustainCom (2020)
Zhenming Yu, Tobi Delbrück
Self Calibration of Wide Dynamic Range Bias Current Generators. ISCAS (2020)
Jing Zhang, Pingping Lei, Shaohua Hu, Mingyue Zhu, Zhenming Yu, Bo Xu, Kun Qiu
Functional-Link Neural Network for Nonlinear Equalizer in Coherent Optical Fiber Communications. IEEE Access 7 (2019)
Zhenming Yu, Yiming Lou, Minghua Chen, Hongwei Chen, Sigang Yang, Shizhong Xie
Experimental demonstration of channel estimation using image processing in optical direct-detection OFDM. WOCC (2016)
Qiang Guo, Hongwei Chen, Yuxi Wang, Yong Guo, Peng Liu, Xiurui Zhu, Zheng Cheng, Zhenming Yu, Minghua Chen, Sigang Yang, Shizhong Xie
High-speed real-time single-pixel microscopy based on Fourier sampling. CoRR (2016)
Li Wan, Zhenming Yu, Qiuhui Yang
Corner Detection Algorithm with Improved Harris. IGTA (2015)
Zhenming Yu, Xingwen Yi, Qi Yang, Ming Luo, Jing Zhang, Lei Chen, Kun Qiu
Experimental demonstration of polarization demultiplexing in stokes space for coherent optical PDM-OFDM. OFC/NFOEC (2013)