杨玉超，海角社区 博雅特聘教授，国家杰青，新基石研究员，海角社区 院长，科学智能学院副院长。长期从事存算一体芯片、类脑计算、脑机接口等研究，主持国家重点研发计划、新基石研究员项目、国家杰青、基金委重大研究计划集成项目、基金委重点项目、北方先进工艺研究院双1+1工程重点项目、霍英东青年教师基金等重大/重点科研项目20余项，相关研究成果累计发表Nature Electronics、Nature Reviews Materials、Nature Nanotechnology、Nature Communications、Science Advances、IEDM、ISSCC、VLSI、MICRO、HPCA等期刊和会议论文180余篇，其中包括Nature子刊系列20余篇，受邀撰写中英文专著5章，获30余项国家发明专利授权。累计被引16000余次，H因子为58，研究工作入选智源人工智能研究院发布的“2020年人工智能十大进展”、爱集微发布的“2022年度中国半导体十大学术进展”。曾70余次受邀在国际学术会议上做大会、主旨/特邀报告，任国家重点研发计划项目首席科学家、第六届中青科协理事、第七届中青科协理事、《npj Unconventional Computing》副主编、《Microelectronic Engineering》副主编、《电子学报》领域编委、《半导体学报》编委、《National Science Review》编委、《Chip》编委、《中国科学：信息科学》青年编委等。获首届科学探索奖、教育部青年科学奖、杰出青年中关村奖、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、华为计算产品线最佳技术合作奖、深圳市青年杰出科技创新人才等奖项，连续入选2020-2024年爱思唯尔中国高被引学者。

2024 全球前2%顶尖科学家“终身科学影响力”榜单

2024 全球前2%顶尖科学家“年度科学影响力”榜单

2024 华为计算产品线最佳技术合作奖

2023 爱思唯尔“中国高被引学者”

2023 全球前2%顶尖科学家

2023 杰出青年中关村奖

2023 教育部高等学校科学研究优秀成果奖（科学技术）青年科学奖

2022 2022年爱思唯尔“中国高被引学者”

2022 全球前2%顶尖科学家“年度科学影响力”榜单

2022 Wiley威立中国开放科学高贡献作者

2021 全球前2%顶尖科学家榜单

2021 2021年爱思唯尔“中国高被引学者”

2021 中国科学：信息科学突出贡献编委

2020 全球前2%顶尖科学家榜单

2020 2020年爱思唯尔“中国高被引学者”

2020 国家重点研发计划项目执行优秀团队

2020 霍英东教育基金会青年教师基金

2019 科学探索奖

2019 Wiley Young Researcher Award

2018 麻省理工科技评论中国区35岁以下科技创新35人

2017 求是杰出青年学者奖

1.Shaocong Wang, and Yuchao Yang^*, A silicon retina that works with spikes. Nature Electronics, DOI: 10.1038/s41928-025-01526-8.

2.Longhao Yan^#, Zitong Zheng^#, Xi Li, Xile Wang, Zhe Zhan, Jiukai Fang, Minghui Yin, Zelun Pan, Song Jia, Yaoyu Tao, Zhitang Song^*, Yuchao Yang^*, Efficient Multimodal Fusion with Intelligent Predictive Programming Based on 64-Core PCM Compute-in-Memory Processor. IEEE International Electron Devices Meeting(IEDM), 2025.

3.Zelun Pan^#, Longhao Yan#, Xile Wang, Bowen Wang, Yueying Luo, Zhe Zhan, Xi Li, Yuqi Li, Lei Cai, Teng Zhang, Minghui Yin, Yaoyu Tao*, Zhitang Song^*, Yuchao Yang* A 40nm Mixed-Precision PCM Chip with Fused Analog/Digital Compute-in-Memory and Adaptive Drift Compensation for Embodied AI Applications. IEEE International Electron Devices Meeting(IEDM), 2025.

4.Longhao Yan^#, Zhe Zhan#, Zelun Pan, Bowen Wang, Yaoyu Tao, Yuchao Yang*, An 8Mb Learning-Aware RRAM Compute-in-Memory Accelerator for Embodied Self-Supervised Learning. IEEE International Electron Devices Meeting(IEDM), 2025.

5.Yanghao Wang, Pek Jun Tiw, Yuheng Liu, Yaoyu Tao, Teng Zhang^*, Yuchao Yang^*, Local active memristive oscillator enables controllable complex behaviours and frequency domain extractio. National Science Review, 2025: nwaf546.

6.Chenchen Xie^#, Yuqi Li#, Longhao Yan^*, Sannian Song, Houpeng Chen, Ruijuan Qi, Xi Li^*, Yihang Zhu, Lianfeng Yu, Bonan Yan, Yaoyu Tao, Gaoming Feng, Yuchao Yang^*, Zhitang Song^*, Memristive In-Memory Object Detection with 128 Mb C-doped Ge2Sb2Te5 PCM Chip. Advanced Science, 2025.

7.Siyuan Qiu, Xiaoyi Song, Xiangjie Song, Changchun Zhou, Xiaoyan Song, Jie Yang, Wenjin Wang^*, Yuchao Yang^*, Hailong Jiao^*, PANDA: A 3.178 TOPS/W Reconfigurable Seizure Prediction And Detection Neural Network Accelerator for Epilepsy Monitoring. 2025 Symposium on VLSI Technology and Circuits, June, 2025.

8.Lianfeng Yu, Teng Zhang, Zeyu Wang, Xile Wang, Zelun Pan, Bowen Wang, Zhaokun Jing, Jiaxin Liu, Yuqi Li, Ziang Xie, Yihang Zhu, Bonan Yan, Yaoyu Tao^*, Yuchao Yang^*, A fast and reconfigurable sort-in-memory system based on memristors. Nature Electronics, 110.1038/s41928-025-01405-2, 2025.

9.Jiayi Li, Hongxiao Zhao, Wenshuo Yue, Yihan Fu, Daijing Shi, Anjunyi Fan, Yuchao Yang^*, and Bonan Yan^*, PEARL: FPGA-Based Reinforcement Learning Acceleration with Pipelined Parallel Environments. 2025 Design, Automation & Test in Europe Conference (DATE), 1-7, 2025.

10.Yihan Fu, Anjunyi Fan, Wenshuo Yue, Hongxiao Zhao, Daijing Shi, Qiuping Wu, Jiayi Li, Xiangyu Zhang, Yaoyu Tao, Yuchao Yang^*, Bonan Yan^*, PROCA: Programmable Probabilistic Processing Unit Architecture with Accept/Reject Prediction & Multicore Pipelining for Causal Inference 2025 IEEE International Symposium on High Performance Computer Architecture (HPCA), 761-774, 2025.

11.Xile Wang^#, Longhao Yan^#, Xi Li, Yaoyu Tao, Zhitang Song and Yuchao Yang^*, An efficient pipeline programming scheme based on 40nm PCM compute-in-memory chip for CNNs. EDTM, 2025.

12.C. Zhou, T. Huang, Y. Ma, Y. Fu, X. Song, S. Qiu, J. Sun, M. Liu, G. Li, Y. He, Y. Yang^*, H. Jiao^*, Nebula: A 28nm 109.8TOPS/W 3D PNN Accelerator Featuring Adaptive Partition, Multi-Skipping, and Block-Wise Aggregation, IEEE International Solid-State Circuits Conference (ISSCC) Digest of Technical Papers, February 2025.

13.Shaochuan Chen^#*, Zhen Yang^#, Heinrich Hartmann, Astrid Besmehn,Yuchao Yang^*, and Ilia Valov, Electrochemical ohmic memristors for continual learning.Nature Communications, 16, 2348, 2025.

14.Teng Zhang, Stanislaw Wozniak, Ghazi Sarwat Syed, Piergiulio Mannocci, Matteo Farronato, Daniele Ielmini^*, Abu Sebastian^*andYuchao Yang^*, Emerging materials and computing paradigms for temporal signal analysis.Advanced Materials, 2408566, 2025.

16.Wenshuo Yue, Kai Wu, Zhiyuan Li, Juchen Zhou, Zeyu Wang, Teng Zhang, Yuxiang Yang, Lintao Ye, Yongqin Wu, Weihai Bu, Shaozhi Wang, Xiaodong He, Xiaobing Yan^*, Yaoyu Tao, Bonan Yan^*, Ru Huang andYuchao Yang^*, Physical Unclonable In-Memory Computing for Simultaneous Protecting Private Data and Deep Learning Models.Nature Communications,16, 1031, 2025.

17.Jinxuan Bai, Dawei He, Bingjie Dang, Keqin Liu, Zhen Yang, Jiarong Wang, Xiaoxian Zhang^*, Yongsheng Wang^*, Yaoyu Tao^*, andYuchao Yang^*, Full van der Waalsambipolarferroelectric configurable optical heterosynapses for in-sensor computing.Advanced Materials,2401060, 2024.

18.Yongxiang Li, Shiqing Wang, Ke Yang,Yuchao Yang, andZhong Sun^*, An emergent attractor network in a passive resistive switching circuit.NatureCommunications,15, 7683, 2024.

19.Bingjie Dang, Teng Zhang, Xulei Wu, Keqin Liu, Ru Huang, andYuchao Yang^*, Reconfigurable in-sensor processing based on a multi-phototransistor–one-memristor array.NatureElectronics,7, 991-1003, 2024.

20.Wenshuo Yue^#, Teng Zhang^#, Zhaokun Jing, Kai Wu, Yuxiang Yang, Zhen Yang, Yibo Lin, Yaoyu Tao, Bonan Yan^*, Ru Huang andYuchao Yang^*, A Scalable Universal Ising Machine Based on Interaction-centric Storage and Compute-in-memory.Nature Electronics,7, 904-913, 2024.

21.Xulei Wu^#, Bingjie Dang^#, Teng Zhang, Xiulong Wu^*, andYuchao Yang^*, Spatiotemporal Audio Feature Extraction with Dynamic Memristor-Based Time-Surface Neurons.Science Advances,10, eadl2767, 2024.

22.Ke Yang^#, Yanghao Wang^#, Pek Jun Tiw, Chaoming Wang, Xiaolong Zou, Rui Yuan, Chang Liu, Ge Li, Chen Ge, Si Wu,Teng Zhang^*,Ru Huang andYuchao Yang^*,High-order sensory processing nanocircuit based on coupled VO₂oscillators.Nature Communications,15, 1693, 2024.Editor’s Highlight.

23.Chang Liu, Pek Jun Tiw, Teng Zhang, Yanghao Wang, Lei Cai, Rui Yuan, Zelun Pan, Wenshuo Yue, Yaoyu Tao^*andYuchao Yang^*, VO₂memristor-based frequency converter with in-situ synthesize and mix for wireless internet-of-things.Nature Communications,15,1523,2024.Editor’s Highlight.

24.Fernando Aguirre, Jianhua Yang, Wei Lu, Abu Sebastian, Manuel Le Gallo, Meng-Fan Chang, Daniele Ielmini,Yuchao Yang, Adnan Mehonic, Anthony Kenyon, Marco Villena, Juan Roldan, Wenhao Song, Tong Wang, Yuting Wu, Hung-Hsi Hsu, Nagarajan Raghavan, Jordi Suñé, Enrique Miranda, Ahmed Eltawil, Gianluca Setti, Kamilya Smagulova, Khaled Nabil Salama, Olga Krestinskaya, Osamah Alharbi, Sebastian Pazos, Kah-Wee Ang, Sifan Li, Samarth Jain, and Xiao Bing Yan and Mario Lanza^*,Hardware implementation of memristor-based artificial neural networks.Nature Communications,15, 1974, 2024.

25.Rui Yuan^#, Pek Jun Tiw^#, Cai Lei, Zhiyu Yang, Chang Liu, Teng Zhang, Chen Ge, Ru Huang andYuchao Yang^*, A neuromorphic physiological signal processing system based on VO₂memristor for next-generation human-machine interface.Nature Communications,14, 3695, 2023.Editor’s Highlight.

26.Shaochuan Chen, Teng Zhang, Stefan Tappertzhofen^*,Yuchao Yang^*, and Ilia Valov^*, Electrochemical memristor-based artificial neurons and synapses – fundamentals, applications, and challenges.Advanced Materials, 35,2301924, 2023.

27.Yingming Lu andYuchao Yang^*, Memory augmented factorization for holographic representation.Nature Nanotechnology, 18, 442, 2023.

28.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,5(11), 761-773,2022.Highlighted by Tech Xplore.ESIhot cited paper.

29.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, 34,2204844,2022.

30.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.Featured in open Collection on Neuromorphic Hardware and Computing at Nature Communications.

31.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.Featured in open Collection on Neuromorphic Hardware and Computing at Nature Communications.

32.KeqinLiu, 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, 34,2108826,2022.Highlighted as Frontispiece.

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

34.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, 2022.

35.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.Top Ranked Student Paper

36.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.

37.Qingxi Duan, Zhaokun Jing, Xiaolong Zou, Yanghao Wang, Ke Yang, Teng Zhang, Si Wu, Ru Huang^*, andYuchao Yang^*,Spiking Neurons with Spatiotemporal Dynamics and Gain Modulation for Monolithically Integrated Memristive Neural Networks.Nature Communications,11, 3399, 2020.Editors’ Highlight at //www.nature.com/collections/hjhbgijcei.

38.Ilia Valov^*andYuchao Yang^*,Memristors with alloyed electrodes.Nature Nanotechnology,15, 510-511, 2020.

39.Yuchao Yang^*and Ru Huang, Probing memristive switching in nanoionic devices.Nature Electronics, 1, 274–287 (2018).

40.Jiadi Zhu,Yuchao Yang^*, Rundong Jia, Zhongxin Liang, Wen Zhu, Zia Ur Rehman, Lin Bao, Xiaoxian Zhang, Yimao Cai, Li Song & Ru Huang, Ion Gated Synaptic Transistors Based on 2Dvan der Waals Crystals with Tunable Diffusive Dynamics.Advanced Materials, 30, 1800195, 2018.

41.Yuchao Yang^#,*, Xiaoxian Zhang^#, Liang Qin, Qibin Zeng, Xiaohui Qiu^*, Ru Huang^*, Probing Nanoscale Oxygen Ion Motion in Memristive Systems.Nature Communications8, 15173 (2017).(^#equal contribution)

Qingxi Duan, Zhuojian Xiao, Ke Yang and Yuchao Yang^*, “Neuromorphic Computing Based on Memristor Dynamics”, inNear-sensor and In-sensorComputing, Yang Chai, and Fuyou Liao (eds.), Springer Nature, 2022.

Yuchao Yang, Yasuo Takahashi, Atsushi Tsurumaki-Fukuchi, Masashi Arita, M. Moors, M. Buckwell, A. Mehonic, and A. J. Kenyon, Probing electrochemistry at the nanoscale: in situ TEM and STM characterizations of conducting filaments in memristive devices, inResistive Switching: Oxide Materials, Mechanisms, Devices and Operations, Jennifer Rupp, Daniele Ielmini and Ilia Valov (eds.), Springer, 2022.

Yuchao Yang^*, Ke Yang and Ru Huang^*, “Neuromorphic Devices and Networks Based on Memristors with Ionic Dynamics”, inHandbook of Memristor Networks, Leon Chua, Georgios Sirakoulis, and Andrew Adamatzky (eds.), Springer, 2018.

Yuchao Yang, Ting Chang and Wei Lu, “Memristive Devices: Switching Effects, Modeling, and Applications” inMemristors and Memristive Systems, Ronald Tetzlaff (ed.), Springer, 2014.

Yuchao Yang, Wei Lu, “Resistive-Random Access Memory Based on Amorphous Films”, inNonvolatile Memories: Materials, Devices, and Applications, Tseung-Yuen Tseng and Simon M. Sze (eds.), American Scientific Publishers, 2012.

杨玉超，吴南健，马德，黄如，“类脑计算芯片”，《中国人工智能2.0发展战略研究》，浙江大学出版社，2018。