师资队伍

个人简介

杨玉超，北京大学长聘教授/博雅特聘教授，国家杰青，信息工程学院副院长，科学智能学院副院长，类脑智能芯片研究中心主任。长期从事忆阻器、类脑计算、存算一体芯片等研究，累计发表Nature Electronics、Nature Reviews Materials、Nature Nanotechnology、Nature Communications、Science Advances、IEDM等期刊和会议论文130余篇。累计被引8400余次，H因子为41，2篇入选TOP 0.1% ESI热点论文，11篇入选TOP 1% ESI高被引论文，5篇入选期刊封面/内封面，受邀撰写中英文专著5章。曾40余次受邀在国际学术会议上做主旨、特邀报告，作为程序委员会主席和召集人组织了IEEE未来计算国际研讨会（IWOFC）等多次国际会议。主持重点研发计划、国家杰青、基金委重点项目、霍英东教育基金会青年教师基金等项目，任中青科协信息与电子专业委员会副秘书长、中国电子学会青年工作委员会委员、IEEE未来计算国际研讨会TPC主席、EDTM 2021、EDTM 2022 Subcommittee主席、《APL Machine Learning》副主编、《Microelectronic Engineering》副主编、《Nano Select》副主编、《National Science Review》编委、《Chip》编委、《中国科学：信息科学》青年编委、《电子学报》青年编委、《集成电路产业系列丛书》编委、《Advanced Intelligent Systems》等6本期刊客座编辑。获首届科学探索奖、求是杰出青年学者奖、Wiley青年研究者奖、《麻省理工科技评论》中国区35岁以下科技创新35人等奖项，入选2020、2021、2022年全球前2%顶尖科学家榜单、2020年与2021年爱思唯尔“中国高被引学者”。

研究方向、领域

主要研究方向：

1、基于大生产平台的忆阻器规模化集成技术与忆阻原理研究

2、大算力、高能效存算一体化智能芯片

3、基于忆阻器动力学的高阶复杂度类脑器件与智能系统

代表性学术成果/论文

1.Keqin Liu, Teng Zhang, Bingjie Dang, Lin Bao, Liying Xu, Caidie Cheng, Zhen Yang, Ru Huang^*, andYuchao Yang^*, An optoelectronic synapse based on α-In₂Se₃with controllable temporal dynamics for multimode and multiscale reservoir computing.Nature Electronics,DOI: 10.1038/s41928-022-00847-2,2022.Highlighted by Tech Xplore.

2.Bingjie Dang, Keqin Liu, Xulei Wu, Zhen Yang, Liying Xu,Yuchao Yang^*, and Ru Huang^*, One-phototransistor-one-memristor Array with High-linearity Light-tunable Weight for Optic Neuromorphic Computing.Advanced Materials,2204844,2022.

3.Liying Xu, Jiadi Zhu, Bing Chen, Zhen Yang, Keqin Liu, Bingjie Dang, Teng Zhang,Yuchao Yang^*, and Ru Huang^*, A Distributed Nanocluster Based Multi-Agent Evolutionary Network System.Nature Communications,13, 4698,2022.Editor’s Highlight.

4.Rui Yuan, Qingxi Duan, Pek Jun Tiw, Ge Li, Zhuojian Xiao, Zhaokun Jing, Ke Yang, Chang Liu, Chen Ge, Ru Huang^*, andYuchao Yang^*, A Calibratable Sensory Neuron Based on Epitaxial VO₂for Spike-based Neuromorphic Multisensory System.Nature Communications,13, 3973,2022.

5.Keqin Liu, Bingjie Dang, Teng Zhang, Zhen Yang, Lin Bao, Liying Xu, Caidie Cheng, Ru Huang^*, andYuchao Yang^*Multilayer Reservoir Computing Based on Ferroelectric α-In₂Se₃for Hierarchical Information Processing.Advanced Materials,2108826,2022.

6.Suhas Kumar^*, Xinxin Wang, John Paul Strachan,Yuchao Yang^*, and Wei D. Lu^*, Dynamical Memristors for Higher-Complexity Neuromorphic Computing.Nature Reviews Materials,7, 575–591, 2022.

7.Yingming Lu, Xi Li, Bonan Yan, Longhao Yan, Teng Zhang, Zhitang Song^*, Ru Huang^*, andYuchao Yang^*, In-Memory Realization of Eligibility Traces Based on Conductance Drift of Phase Change Memory for Energy-Efficient Reinforcement Learning.Advanced Materials, 34,2107811, 2021.

8.Longhao Yan, Xi Li,Yihang Zhu, Bonan Yan,Yingming Lu, Teng Zhang,Yuchao Yang^*, Zhitang Song^*, and Ru Huang^*,Uncertainty Quantification Based on Multilevel Conductance and Stochasticity of Heater Size Dependent C-doped Ge₂Sb₂Te₅PCM Chip.IEDM Tech. Dig.605-608,2021.

9.Yingming Lu, Xi Li, Longhao Yan, Teng Zhang,Yuchao Yang^*, Zhitang Song^*, and Ru Huang^*,Accelerated Local Training of CNNs by Optimized Direct Feedback Alignment Based on Stochasticity of 4 Mb C-doped Ge₂Sb₂Te₅PCM Chip in 40 nm Node.IEDM Tech. Dig.797-800, 2020.

10.Ke Yang, Qingxi Duan, Yanghao Wang, Teng Zhang,Yuchao Yang^*, and Ru Huang^*, Transiently chaotic simulated annealing based on intrinsic nonlinearity of memristors for efficient solution of optimization problems.Science Advances, 6, eaba9901, 2020.