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Research | 18 January 2021 | Open
Dynamic memristor-based reservoir computing for high-efficiency temporal signal processing
- Huaqiang Wu
- Yanan Zhong
- , Jianshi Tang
- , Xinyi Li
- , Bin Gao
- , He Qian
- & Huaqiang Wu
Nature Communications 12 , 1–9

Rights & permissionsfor article Dynamic memristor-based reservoir computing for high-efficiency temporal signal processing . Opens in a new window.
Research | 14 January 2021 | Open
Ratio-based multi-level resistive memory cells
- Huaqiang Wu
Scientific Reports 11 , 1–12

Rights & permissionsfor article Ratio-based multi-level resistive memory cells . Opens in a new window.
News & Views | 6 January 2021
Artificial intelligence accelerated by light
- Huaqiang Wu is at the Institute of...
- Huaqiang Wu
- & Qionghai Dai
Nature 589 , 25–26

Rights & permissionsfor article Artificial intelligence accelerated by light . Opens in a new window.
Research | 6 January 2021
Parallel convolutional processing using an integrated photonic tensor core
- NPG Nature Publishing Group UK London Nature Portfolio 41586
- J. Feldmann
- , N. Youngblood
- , M. Karpov
- , H. Gehring
- , X. Li
- , M. Stappers
- , M. Le Gallo
- , X. Fu
- , A. Lukashchuk
- , A. S. Raja
- , J. Liu
- , C. D. Wright
- , A. Sebastian
- , T. J. Kippenberg
- , W. H. P. Pernice
- & H. Bhaskaran
Nature 589 , 52–58

Rights & permissionsfor article Parallel convolutional processing using an integrated photonic tensor core . Opens in a new window.
Research | 4 December 2020 | Open
Atomic threshold-switching enabled MoS₂ transistors towards ultralow-power electronics
- Huaqiang Wu
- Qilin Hua
- , Guoyun Gao
- , Chunsheng Jiang
- , Jinran Yu
- , Junlu Sun
- , Taiping Zhang
- , Bin Gao
- , Weijun Cheng
- , Renrong Liang
- , He Qian
- , Weiguo Hu
- , Qijun Sun
- , Zhong Lin Wang
- & Huaqiang Wu
Nature Communications 11 , 1–10

Rights & permissionsfor article Atomic threshold-switching enabled MoS2 transistors towards ultralow-power electronics . Opens in a new window.
Research | 26 October 2020
Thermal generation, manipulation and thermoelectric detection of skyrmions
- Huaqiang Wu
- Zidong Wang
- , Minghua Guo
- , Heng-An Zhou
- , Le Zhao
- , Teng Xu
- , Riccardo Tomasello
- , Hao Bai
- , Yiqing Dong
- , Soong-Geun Je
- , Weilun Chao
- , Hee-Sung Han
- , Sooseok Lee
- , Ki-Suk Lee
- , Yunyan Yao
- , Wei Han
- , Cheng Song
- , Huaqiang Wu
- , Mario Carpentieri
- , Giovanni Finocchio
- , Mi-Young Im
- , Shi-Zeng Lin
- & Wanjun Jiang
Nature Electronics 3 , 672–679

Rights & permissionsfor article Thermal generation, manipulation and thermoelectric detection of skyrmions . Opens in a new window.
Research | 25 August 2020 | Open
Neural signal analysis with memristor arrays towards high-efficiency brain–machine interfaces
- Huaqiang Wu
- Zhengwu Liu
- , Jianshi Tang
- , Bin Gao
- , Peng Yao
- , Xinyi Li
- , Dingkun Liu
- , Ying Zhou
- , He Qian
- , Bo Hong
- & Huaqiang Wu
Nature Communications 11 , 1–9

Rights & permissionsfor article Neural signal analysis with memristor arrays towards high-efficiency brain–machine interfaces . Opens in a new window.
Editorial | 21 July 2020
Computing on the brain
- NPG Nature Publishing Group UK London Nature Research 41928
Nature Electronics 3 , 347–347

Rights & permissionsfor article Computing on the brain . Opens in a new window.
Reviews | 21 July 2020
Neuro-inspired computing chips
- Huaqiang Wu
- Wenqiang Zhang
- , Bin Gao
- , Jianshi Tang
- , Peng Yao
- , Shimeng Yu
- , Meng-Fan Chang
- , Hoi-Jun Yoo
- , He Qian
- & Huaqiang Wu
Nature Electronics 3 , 371–382

Rights & permissionsfor article Neuro-inspired computing chips . Opens in a new window.
Research | 29 June 2020
Power-efficient neural network with artificial dendrites
- Huaqiang Wu
- Xinyi Li
- , Jianshi Tang
- , Qingtian Zhang
- , Bin Gao
- , J. Joshua Yang
- , Sen Song
- , Wei Wu
- , Wenqiang Zhang
- , Peng Yao
- , Ning Deng
- , Lei Deng
- , Yuan Xie
- , He Qian
- & Huaqiang Wu
Nature Nanotechnology 15 , 776–782

Rights & permissionsfor article Power-efficient neural network with artificial dendrites . Opens in a new window.
Amendments and Corrections | 23 June 2020
Publisher Correction: Alloying conducting channels for reliable neuromorphic computing
- Huaqiang Wu
- Hanwool Yeon
- , Peng Lin
- , Chanyeol Choi
- , Scott H. Tan
- , Yongmo Park
- , Doyoon Lee
- , Jaeyong Lee
- , Feng Xu
- , Bin Gao
- , Huaqiang Wu
- , He Qian
- , Yifan Nie
- , Seyoung Kim
- & Jeehwan Kim
Nature Nanotechnology 15 , 615–615

Rights & permissionsfor article Publisher Correction: Alloying conducting channels for reliable neuromorphic computing . Opens in a new window.
Research | 8 June 2020
Alloying conducting channels for reliable neuromorphic computing
- Huaqiang Wu
- Hanwool Yeon
- , Peng Lin
- , Chanyeol Choi
- , Scott H. Tan
- , Yongmo Park
- , Doyoon Lee
- , Jaeyong Lee
- , Feng Xu
- , Bin Gao
- , Huaqiang Wu
- , He Qian
- , Yifan Nie
- , Seyoung Kim
- & Jeehwan Kim
Nature Nanotechnology 15 , 574–579

Rights & permissionsfor article Alloying conducting channels for reliable neuromorphic computing . Opens in a new window.
Research | 18 May 2020 | Open
Accurate deep neural network inference using computational phase-change memory
- NPG Nature Publishing Group UK London Nature Research 41467
- Vinay Joshi
- , Manuel Le Gallo
- , Simon Haefeli
- , Irem Boybat
- , S. R. Nandakumar
- , Christophe Piveteau
- , Martino Dazzi
- , Bipin Rajendran
- , Abu Sebastian
- & Evangelos Eleftheriou
Nature Communications 11 , 1–13

Rights & permissionsfor article Accurate deep neural network inference using computational phase-change memory . Opens in a new window.
Research | 2 April 2020 | Open
Analog content-addressable memories with memristors
- NPG Nature Publishing Group UK London Nature Research 41467
- Can Li
- , Catherine E. Graves
- , Xia Sheng
- , Darrin Miller
- , Martin Foltin
- , Giacomo Pedretti
- & John Paul Strachan
Nature Communications 11 , 1–8

Rights & permissionsfor article Analog content-addressable memories with memristors . Opens in a new window.
Research | 29 January 2020
Fully hardware-implemented memristor convolutional neural network
- Huaqiang Wu
- Peng Yao
- , Huaqiang Wu
- , Bin Gao
- , Jianshi Tang
- , Qingtian Zhang
- , Wenqiang Zhang
- , J. Joshua Yang
- & He Qian
Nature 577 , 641–646

Rights & permissionsfor article Fully hardware-implemented memristor convolutional neural network . Opens in a new window.
Reviews | 13 January 2020
Resistive switching materials for information processing
- Huaqiang Wu
- Zhongrui Wang
- , Huaqiang Wu
- , Geoffrey W. Burr
- , Cheol Seong Hwang
- , Kang L. Wang
- , Qiangfei Xia
- & J. Joshua Yang
Nature Reviews Materials 5 , 173–195

Rights & permissionsfor article Resistive switching materials for information processing . Opens in a new window.
Advertorial | 18 December 2019
The brains behind emerging AI
- NPG Nature Publishing Group UK London 42473 Nature Research Custom
Nature Research Custom

Rights & permissionsfor article The brains behind emerging AI . Opens in a new window.
Research | 9 September 2019
In situ training of feed-forward and recurrent convolutional memristor networks
- Huaqiang Wu
- Zhongrui Wang
- , Can Li
- , Peng Lin
- , Mingyi Rao
- , Yongyang Nie
- , Wenhao Song
- , Qinru Qiu
- , Yunning Li
- , Peng Yan
- , John Paul Strachan
- , Ning Ge
- , Nathan McDonald
- , Qing Wu
- , Miao Hu
- , Huaqiang Wu
- , R. Stanley Williams
- , Qiangfei Xia
- & J. Joshua Yang
Nature Machine Intelligence 1 , 434–442

Rights & permissionsfor article In situ training of feed-forward and recurrent convolutional memristor networks . Opens in a new window.
Reviews | 1 August 2019 | Open
Understanding memristive switching via in situ characterization and device modeling
- Huaqiang Wu
- Wen Sun
- , Bin Gao
- , Miaofang Chi
- , Qiangfei Xia
- , J. Joshua Yang
- , He Qian
- & Huaqiang Wu
Nature Communications 10 , 1–13

Rights & permissionsfor article Understanding memristive switching via in situ characterization and device modeling . Opens in a new window.
Research | 31 July 2019
Towards artificial general intelligence with hybrid Tianjic chip architecture
- Huaqiang Wu
- Jing Pei
- , Lei Deng
- , Sen Song
- , Mingguo Zhao
- , Youhui Zhang
- , Shuang Wu
- , Guanrui Wang
- , Zhe Zou
- , Zhenzhi Wu
- , Wei He
- , Feng Chen
- , Ning Deng
- , Si Wu
- , Yu Wang
- , Yujie Wu
- , Zheyu Yang
- , Cheng Ma
- , Guoqi Li
- , Wentao Han
- , Huanglong Li
- , Huaqiang Wu
- , Rong Zhao
- , Yuan Xie
- & Luping Shi
Nature 572 , 106–111

Rights & permissionsfor article Towards artificial general intelligence with hybrid Tianjic chip architecture . Opens in a new window.
Research Highlights | 15 March 2019
Security in reconfigurability with resistive memories
- NPG Nature Publishing Group UK London Nature Research 41928
- Michael Lee
Nature Electronics 2 , 92–92

Rights & permissionsfor article Security in reconfigurability with resistive memories . Opens in a new window.
Research | 10 August 2018 | Open
Capacitive neural network with neuro-transistors
- Huaqiang Wu
- Zhongrui Wang
- , Mingyi Rao
- , Jin-Woo Han
- , Jiaming Zhang
- , Peng Lin
- , Yunning Li
- , Can Li
- , Wenhao Song
- , Shiva Asapu
- , Rivu Midya
- , Ye Zhuo
- , Hao Jiang
- , Jung Ho Yoon
- , Navnidhi Kumar Upadhyay
- , Saumil Joshi
- , Miao Hu
- , John Paul Strachan
- , Mark Barnell
- , Qing Wu
- , Huaqiang Wu
- , Qinru Qiu
- , R. Stanley Williams
- , Qiangfei Xia
- & J. Joshua Yang
Nature Communications 9 , 1–10

Rights & permissionsfor article Capacitive neural network with neuro-transistors . Opens in a new window.
Research | 8 February 2018
Fully memristive neural networks for pattern classification with unsupervised learning
- Huaqiang Wu
- Zhongrui Wang
- , Saumil Joshi
- , Sergey Savel’ev
- , Wenhao Song
- , Rivu Midya
- , Yunning Li
- , Mingyi Rao
- , Peng Yan
- , Shiva Asapu
- , Ye Zhuo
- , Hao Jiang
- , Peng Lin
- , Can Li
- , Jung Ho Yoon
- , Navnidhi K. Upadhyay
- , Jiaming Zhang
- , Miao Hu
- , John Paul Strachan
- , Mark Barnell
- , Qing Wu
- , Huaqiang Wu
- , R. Stanley Williams
- , Qiangfei Xia
- & J. Joshua Yang
Nature Electronics 1 , 137–145

Rights & permissionsfor article Fully memristive neural networks for pattern classification with unsupervised learning . Opens in a new window.
Research | 29 January 2018 | Open
An artificial nociceptor based on a diffusive memristor
- Huaqiang Wu
- Jung Ho Yoon
- , Zhongrui Wang
- , Kyung Min Kim
- , Huaqiang Wu
- , Vignesh Ravichandran
- , Qiangfei Xia
- , Cheol Seong Hwang
- & J. Joshua Yang
Nature Communications 9 , 1–9

Rights & permissionsfor article An artificial nociceptor based on a diffusive memristor . Opens in a new window.
News & Views | 8 January 2018
Multiplication on the edge
- Huaqiang Wu
- Huaqiang Wu
- , Peng Yao
- , Bin Gao
- & He Qian
Nature Electronics 1 , 8–9

Rights & permissionsfor article Multiplication on the edge . Opens in a new window.
Research | 12 May 2017 | Open
Face classification using electronic synapses
- Huaqiang Wu
- Peng Yao
- , Huaqiang Wu
- , Bin Gao
- , Sukru Burc Eryilmaz
- , Xueyao Huang
- , Wenqiang Zhang
- , Qingtian Zhang
- , Ning Deng
- , Luping Shi
- , H.-S. Philip Wong
- & He Qian
Nature Communications 8 , 1–8

Rights & permissionsfor article Face classification using electronic synapses . Opens in a new window.
Research | 24 October 2016 | Open
Deep-submicron Graphene Field-Effect Transistors with State-of-Art f_max
- Huaqiang Wu
- Hongming Lyu
- , Qi Lu
- , Jinbiao Liu
- , Xiaoming Wu
- , Jinyu Zhang
- , Junfeng Li
- , Jiebin Niu
- , Zhiping Yu
- , Huaqiang Wu
- & He Qian
Scientific Reports 6 , 1–7

Rights & permissionsfor article Deep-submicron Graphene Field-Effect Transistors with State-of-Art fmax . Opens in a new window.
Research | 18 February 2016 | Open
Synthesis and characterization of vertically standing MoS₂ nanosheets
- Huaqiang Wu
- Han Li
- , Huaqiang Wu
- , Shuoguo Yuan
- & He Qian
Scientific Reports 6 , 1–9

Rights & permissionsfor article Synthesis and characterization of vertically standing MoS2 nanosheets . Opens in a new window.
Research | 4 December 2015 | Open
Graphene Distributed Amplifiers: Generating Desirable Gain for Graphene Field-Effect Transistors
- Huaqiang Wu
- Hongming Lyu
- , Qi Lu
- , Yilin Huang
- , Teng Ma
- , Jinyu Zhang
- , Xiaoming Wu
- , Zhiping Yu
- , Wencai Ren
- , Hui-Ming Cheng
- , Huaqiang Wu
- & He Qian
Scientific Reports 5 , 1–7

Rights & permissionsfor article Graphene Distributed Amplifiers: Generating Desirable Gain for Graphene Field-Effect Transistors . Opens in a new window.
Research | 8 September 2015 | Open
Stacked 3D RRAM Array with Graphene/CNT as Edge Electrodes
- Huaqiang Wu
- Yue Bai
- , Huaqiang Wu
- , Kun Wang
- , Riga Wu
- , Lin Song
- , Tianyi Li
- , Jiangtao Wang
- , Zhiping Yu
- & He Qian
Scientific Reports 5 , 1–9

Rights & permissionsfor article Stacked 3D RRAM Array with Graphene/CNT as Edge Electrodes . Opens in a new window.
Research | 22 July 2014 | Open
Study of Multi-level Characteristics for 3D Vertical Resistive Switching Memory
- Huaqiang Wu
- Yue Bai
- , Huaqiang Wu
- , Riga Wu
- , Ye Zhang
- , Ning Deng
- , Zhiping Yu
- & He Qian
Scientific Reports 4 , 1–7

Rights & permissionsfor article Study of Multi-level Characteristics for 3D Vertical Resistive Switching Memory . Opens in a new window.

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Dynamic memristor-based reservoir computing for high-efficiency temporal signal processing

Ratio-based multi-level resistive memory cells

Artificial intelligence accelerated by light

Parallel convolutional processing using an integrated photonic tensor core

Atomic threshold-switching enabled MoS₂ transistors towards ultralow-power electronics

Thermal generation, manipulation and thermoelectric detection of skyrmions

Neural signal analysis with memristor arrays towards high-efficiency brain–machine interfaces

Computing on the brain

Neuro-inspired computing chips

Power-efficient neural network with artificial dendrites

Publisher Correction: Alloying conducting channels for reliable neuromorphic computing

Alloying conducting channels for reliable neuromorphic computing

Accurate deep neural network inference using computational phase-change memory

Analog content-addressable memories with memristors

Fully hardware-implemented memristor convolutional neural network

Resistive switching materials for information processing

The brains behind emerging AI

In situ training of feed-forward and recurrent convolutional memristor networks

Understanding memristive switching via in situ characterization and device modeling

Towards artificial general intelligence with hybrid Tianjic chip architecture

Security in reconfigurability with resistive memories

Capacitive neural network with neuro-transistors

Fully memristive neural networks for pattern classification with unsupervised learning

An artificial nociceptor based on a diffusive memristor

Multiplication on the edge

Face classification using electronic synapses

Deep-submicron Graphene Field-Effect Transistors with State-of-Art f_max

Synthesis and characterization of vertically standing MoS₂ nanosheets

Graphene Distributed Amplifiers: Generating Desirable Gain for Graphene Field-Effect Transistors

Stacked 3D RRAM Array with Graphene/CNT as Edge Electrodes

Study of Multi-level Characteristics for 3D Vertical Resistive Switching Memory

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