Professor | Yuchao Yang | Asia Growth Partners

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Name	Yuchao Yang
Contact Information	+86-10-62752082\nyuchaoyang(at)cibr.ac.cn\nyuchaoyang(at)pku.edu.cn
Language ability	Chinese, English
Province	Beijing

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Name

Yuchao Yang

Contact Information

+86-10-62752082\nyuchaoyang(at)cibr.ac.cn\nyuchaoyang(at)pku.edu.cn

Language ability

Chinese, English

Province

Beijing

University/Lab Affiliation and Title	Chinese Institute for Brain Research, Beijing
Faculty	Brain Science and Anthropology
Academic Background & Achievements	2006–2010 PhD: Tsinghua University 2002–2006 Bachelor's: University of Science and Technology Beijing
Work Experience	2022 - Present - Peking University - Tenured Professor, Doctoral Supervisor 2019 - Present - Peking University - Director, Brain-like Intelligence Chip Research Center, Institute of Artificial Intelligence 2021 – 2022 - Peking University - Tenured Associate Professor, Doctoral Supervisor 2015 – 2021 - Peking University - Assistant Professor, Doctoral Supervisor 2013 – 2015 - University of Michigan, Ann Arbor - Senior Researcher 2010 – 2013 - University of Michigan, Ann Arbor - Postdoctoral Researcher
Awards	2021: Elsevier 'Highly Cited Chinese Researcher' 2021: Global Top 2% Scientists List 2020: Elsevier 'Highly Cited Chinese Researcher' 2020: Global Top 2% Scientists List 2020: National Key R&D Program Outstanding Team 2020: Fok Ying Tung Education Foundation Young Teacher Fund 2019: Science Exploration Award 2019: Wiley Young Researcher Award 2018: MIT Technology Review Innovators Under 35 China 2017: Qiu Shi Outstanding Young Scholar Award

University/Lab Affiliation and Title

Chinese Institute for Brain Research, Beijing

Faculty

Brain Science and Anthropology

Academic Background & Achievements

2006–2010 PhD: Tsinghua University
2002–2006 Bachelor's: University of Science and Technology Beijing

Work Experience

2022 - Present - Peking University - Tenured Professor, Doctoral Supervisor
2019 - Present - Peking University - Director, Brain-like Intelligence Chip Research Center, Institute of Artificial Intelligence
2021 – 2022 - Peking University - Tenured Associate Professor, Doctoral Supervisor
2015 – 2021 - Peking University - Assistant Professor, Doctoral Supervisor
2013 – 2015 - University of Michigan, Ann Arbor - Senior Researcher
2010 – 2013 - University of Michigan, Ann Arbor - Postdoctoral Researcher

Awards

2021: Elsevier 'Highly Cited Chinese Researcher'
2021: Global Top 2% Scientists List
2020: Elsevier 'Highly Cited Chinese Researcher'
2020: Global Top 2% Scientists List
2020: National Key R&D Program Outstanding Team
2020: Fok Ying Tung Education Foundation Young Teacher Fund
2019: Science Exploration Award
2019: Wiley Young Researcher Award
2018: MIT Technology Review Innovators Under 35 China
2017: Qiu Shi Outstanding Young Scholar Award

Areas of Focus	Artificial Neuromorphic Devices and Brain-like Computing Efficient Computing Systems Based on Memristors Design and Manufacturing of Memristor Chips for AI
Publications	An optoelectronic synapse based on α-In2Se3 with controllable temporal dynamics for multimode and multiscale reservoir computing., Keqin Liu, Teng Zhang, Bingjie Dang, Lin Bao, Liying Xu, Caidie Cheng, Zhen Yang, Ru Huang, and Yuchao Yang, 2022 One-phototransistor-one-memristor Array with High-linearity Light-tunable Weight for Optic Neuromorphic Computing., Bingjie Dang, Keqin Liu, Xulei Wu, Zhen Yang, Liying Xu, Yuchao Yang, and Ru Huang, 2022 A Distributed Nanocluster Based Multi-Agent Evolutionary Network System., Liying Xu, Jiadi Zhu, Bing Chen, Zhen Yang, Keqin Liu, Bingjie Dang, Teng Zhang, Yuchao Yang, and Ru Huang, 2022 A Calibratable Sensory Neuron Based on Epitaxial VO2 for Spike-based Neuromorphic Multisensory System., Rui Yuan, Qingxi Duan, Pek Jun Tiw, Ge Li, Zhuojian Xiao, Zhaokun Jing, Ke Yang, Chang Liu, Chen Ge, Ru Huang, and Yuchao Yang, 2022 Multilayer Reservoir Computing Based on Ferroelectric α-In2Se3 for Hierarchical Information Processing., Keqin Liu, Bingjie Dang, Teng Zhang, Zhen Yang, Lin Bao, Liying Xu, Caidie Cheng, Ru Huang, and Yuchao Yang, 2022 Dynamical Memristors for Higher-Complexity Neuromorphic Computing., Suhas Kumar, Xinxin Wang, John Paul Strachan, Yuchao Yang, and Wei D. Lu, 2022 In-Memory Realization of Eligibility Traces Based on Conductance Drift of Phase Change Memory for Energy-Efficient Reinforcement Learning., Yingming Lu, Xi Li, Bonan Yan, Longhao Yan, Teng Zhang, Zhitang Song, Ru Huang, and Yuchao Yang, 2021 Uncertainty Quantification Based on Multilevel Conductance and Stochasticity of Heater Size Dependent C-doped Ge2Sb2Te5 PCM Chip., Longhao Yan, Xi Li, Yihang Zhu, Bonan Yan, Yingming Lu, Teng Zhang, Yuchao Yang, Zhitang Song, and Ru Huang, 2021 Accelerated Local Training of CNNs by Optimized Direct Feedback Alignment Based on Stochasticity of 4 Mb C-doped Ge2Sb2Te5 PCM Chip in 40 nm Node., Yingming Lu, Xi Li, Longhao Yan, Teng Zhang, Yuchao Yang, Zhitang Song, and Ru Huang, 2020 Transiently chaotic simulated annealing based on intrinsic nonlinearity of memristors for efficient solution of optimization problems., Ke Yang, Qingxi Duan, Yanghao Wang, Teng Zhang, Yuchao Yang, and Ru Huang, 2020 Spiking Neurons with Spatiotemporal Dynamics and Gain Modulation for Monolithically Integrated Memristive Neural Networks., Qingxi Duan, Zhaokun Jing, Xiaolong Zou, Yanghao Wang, Ke Yang, Teng Zhang, Si Wu, Ru Huang, and Yuchao Yang, 2020 Memristors with alloyed electrodes., Ilia Valov* and Yuchao Yang, 2020 Probing memristive switching in nanoionic devices., Yuchao Yang and Ru Huang, 2018 Ion Gated Synaptic Transistors Based on 2D van der Waals Crystals with Tunable Diffusive Dynamics., Jiadi Zhu, Yuchao Yang, Rundong Jia, Zhongxin Liang, Wen Zhu, Zia Ur Rehman, Lin Bao, Xiaoxian Zhang, Yimao Cai, Li Song & Ru Huang, 2018 Probing Nanoscale Oxygen Ion Motion in Memristive Systems., Yuchao Yang, Xiaoxian Zhang, Liang Qin, Qibin Zeng, Xiaohui Qiu, Ru Huang, 2017 Memristive Physically Evolving Networks Enabling Emulation of Heterosynaptic Plasticity., Yuchao Yang, Bing Chen, and Wei D. Lu, 2015 Electrochemical dynamics of nanoscale metallic inclusions in dielectrics., Yuchao Yang, Peng Gao, Linze Li, Xiaoqing Pan, Stefen Tappertzhofen, Shinhyun Choi, Rainer Waser, Ilia Valov and Wei D. Lu, 2014 Oxide Resistive Memory with Functionalized Graphene as Built-in Selector Element., Yuchao Yang, Jihang Lee, Seunghyun Lee, Che-Hung Liu, Zhaohui Zhong, and Wei Lu, 2014 Oxide Heterostructure Resistive Memory., Yuchao Yang, Shinhyon Choi, and Wei Lu, 2013 Observation of Conducting Filament Growth in Nanoscale Resistive Memories., Yuchao Yang, Peng Gao, Siddharth Gaba, Ting Chang, Xiaoqing Pan, and Wei Lu, 2012

Areas of Focus

Artificial Neuromorphic Devices and Brain-like Computing
Efficient Computing Systems Based on Memristors
Design and Manufacturing of Memristor Chips for AI

Publications

An optoelectronic synapse based on α-In2Se3 with controllable temporal dynamics for multimode and multiscale reservoir computing., Keqin Liu, Teng Zhang, Bingjie Dang, Lin Bao, Liying Xu, Caidie Cheng, Zhen Yang, Ru Huang*, and Yuchao Yang*, 2022
One-phototransistor-one-memristor Array with High-linearity Light-tunable Weight for Optic Neuromorphic Computing., Bingjie Dang, Keqin Liu, Xulei Wu, Zhen Yang, Liying Xu, Yuchao Yang*, and Ru Huang*, 2022
A Distributed Nanocluster Based Multi-Agent Evolutionary Network System., Liying Xu, Jiadi Zhu, Bing Chen, Zhen Yang, Keqin Liu, Bingjie Dang, Teng Zhang, Yuchao Yang*, and Ru Huang*, 2022
A Calibratable Sensory Neuron Based on Epitaxial VO2 for Spike-based Neuromorphic Multisensory System., Rui Yuan, Qingxi Duan, Pek Jun Tiw, Ge Li, Zhuojian Xiao, Zhaokun Jing, Ke Yang, Chang Liu, Chen Ge, Ru Huang*, and Yuchao Yang*, 2022
Multilayer Reservoir Computing Based on Ferroelectric α-In2Se3 for Hierarchical Information Processing., Keqin Liu, Bingjie Dang, Teng Zhang, Zhen Yang, Lin Bao, Liying Xu, Caidie Cheng, Ru Huang*, and Yuchao Yang*, 2022
Dynamical Memristors for Higher-Complexity Neuromorphic Computing., Suhas Kumar*, Xinxin Wang, John Paul Strachan, Yuchao Yang*, and Wei D. Lu*, 2022
In-Memory Realization of Eligibility Traces Based on Conductance Drift of Phase Change Memory for Energy-Efficient Reinforcement Learning., Yingming Lu, Xi Li, Bonan Yan, Longhao Yan, Teng Zhang, Zhitang Song*, Ru Huang*, and Yuchao Yang*, 2021
Uncertainty Quantification Based on Multilevel Conductance and Stochasticity of Heater Size Dependent C-doped Ge2Sb2Te5 PCM Chip., Longhao Yan, Xi Li, Yihang Zhu, Bonan Yan, Yingming Lu, Teng Zhang, Yuchao Yang*, Zhitang Song*, and Ru Huang*, 2021
Accelerated Local Training of CNNs by Optimized Direct Feedback Alignment Based on Stochasticity of 4 Mb C-doped Ge2Sb2Te5 PCM Chip in 40 nm Node., Yingming Lu, Xi Li, Longhao Yan, Teng Zhang, Yuchao Yang*, Zhitang Song*, and Ru Huang*, 2020
Transiently chaotic simulated annealing based on intrinsic nonlinearity of memristors for efficient solution of optimization problems., Ke Yang, Qingxi Duan, Yanghao Wang, Teng Zhang, Yuchao Yang*, and Ru Huang*, 2020
Spiking Neurons with Spatiotemporal Dynamics and Gain Modulation for Monolithically Integrated Memristive Neural Networks., Qingxi Duan, Zhaokun Jing, Xiaolong Zou, Yanghao Wang, Ke Yang, Teng Zhang, Si Wu, Ru Huang*, and Yuchao Yang*, 2020
Memristors with alloyed electrodes., Ilia Valov* and Yuchao Yang*, 2020
Probing memristive switching in nanoionic devices., Yuchao Yang* and Ru Huang, 2018
Ion Gated Synaptic Transistors Based on 2D van der Waals Crystals with Tunable Diffusive Dynamics., Jiadi Zhu, Yuchao Yang*, Rundong Jia, Zhongxin Liang, Wen Zhu, Zia Ur Rehman, Lin Bao, Xiaoxian Zhang, Yimao Cai, Li Song & Ru Huang, 2018
Probing Nanoscale Oxygen Ion Motion in Memristive Systems., Yuchao Yang*, Xiaoxian Zhang, Liang Qin, Qibin Zeng, Xiaohui Qiu*, Ru Huang*, 2017
Memristive Physically Evolving Networks Enabling Emulation of Heterosynaptic Plasticity., Yuchao Yang, Bing Chen, and Wei D. Lu, 2015
Electrochemical dynamics of nanoscale metallic inclusions in dielectrics., Yuchao Yang, Peng Gao, Linze Li, Xiaoqing Pan, Stefen Tappertzhofen, Shinhyun Choi, Rainer Waser, Ilia Valov and Wei D. Lu, 2014
Oxide Resistive Memory with Functionalized Graphene as Built-in Selector Element., Yuchao Yang, Jihang Lee, Seunghyun Lee, Che-Hung Liu, Zhaohui Zhong, and Wei Lu, 2014
Oxide Heterostructure Resistive Memory., Yuchao Yang, Shinhyon Choi, and Wei Lu, 2013
Observation of Conducting Filament Growth in Nanoscale Resistive Memories., Yuchao Yang, Peng Gao, Siddharth Gaba, Ting Chang, Xiaoqing Pan, and Wei Lu, 2012

Neuromorphic Brain-Like Computing Memristors Ai Chips Design Manufacturing Efficient Systems

Wu Ting - Chinese Institute for Brain Research, Beijing

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