Key Publications 

(*Corresponding author;  †Co-first author)

1. Tingyu Long†, Huanyu Zhou†, Jaewan Ko†, Hongwei Tan†, Jaemin Lim, Yanfei Zhao, Daehan Kang, Eojin Yoon, Gyeong-Tak Go, Somin Kim, Seung-Woo Lee, Chan-Yul Park, Hyojun Choi, Hyeran Kim, Hyung Joong Yun, Wenqiang Yang, Min Hyuk Park, Wan Ki Bae, Sebastiaan van Dijken, Joona Bang*, Tae-Woo Lee*. Adaptive and Dynamic Memory with Ferroelectric Quantum Dots for Retinomorphic In-Sensor Computing. Advanced Materials 2025, e04117.

2. Hongwei Tan*, Sebastiaan van Dijken. A universal neuromorphic vision processing system. Nature Electronics 2024, 7, 946.

3. Xuerong Liu†, Cui Sun†, Xiaoyu Ye†, Xiaojian Zhu*, Hongwei Tan*, Shang He, Mengjie Shao, Run-Wei Li*. Neuromorphic nanoionics for human-machine interaction: from materials to applications. Advanced Materials 2024, 36, 2311472.

4. Hongwei Tan*, Sebastiaan van Dijken*. Dynamic machine vision with retinomorphic photomemristor-reservoir computing. Nature Communications 2023, 14, 2169. (Photomemristor as dynamic machine vision sensor)

5. Hongwei Tan*, Yifan Zhou, Quanzheng Tao, Johanna Rosen, Sebastiaan van Dijken*. Bioinspired multisensory neural network with crossmodal integration and recognition. Nature Communications 2021, 12, 1120. (Photomemristor integrates multisensory information)

6. Hongwei Tan*, Quanzheng Tao, Ishan Pande, Sayani Majumdar, Fu Liu, Yifan Zhou, Per O. Å. Persson, Johanna Rosen, Sebastiaan van Dijken*. Tactile sensory coding and learning with bio-inspired optoelectronic spiking afferent nerves. Nature Communications 2020, 11, 1369. (Photomemristor integrates tactile information decoding, filtering, and memory)

7. Hongwei Tan, Gang Liu*, Huangli Yang, Xiaohui Yi, Liang Pan, Jie Shang, Shibing Long, Ming Liu, Yihong Wu, Run-Wei Li*. Light-Gated Memristor with Integrated Logic and Memory Functions. ACS Nano 2017, 11, 11298. (Photomemristor integrates photo sensing, logic processing, and memory)

8. Hongwei Tan, Gang Liu*, Xiaojian Zhu, Huali Yang, Bin Chen, Xinxin Chen, Jie Shang, Wei D. Lu, Yihong Wu, Run-Wei Li*. An Optoelectronic Resistive Switching Memory with Integrated Demodulating and Arithmetic Functions. Advanced Materials 2015, 27, 2797. (Back cover) (Photomemristor integrates photo sensing, processing, and memory)

Full list of publications 

(*Corresponding author;  †Co-first author)

2025

29.  Runsheng Gao, Xiaojian Zhu*, Xiaohan Meng, Xuerong Liu, Shuiming Guo, Quanxing Yao, Zhiguo Chai, Jinshui Miao, Hongwei Tan*, and Run-Wei Li*. Ionotronics Enabled Emerging Halide Perovskite Optoelectronic Devices. Advanced Materials 2025, e19199. 

28.  Tingyu Long†, Huanyu Zhou†, Jaewan Ko†, Hongwei Tan†, Jaemin Lim, Yanfei Zhao, Daehan Kang, Eojin Yoon, Gyeong-Tak Go, Somin Kim, Seung-Woo Lee, Chan-Yul Park, Hyojun Choi, Hyeran Kim, Hyung Joong Yun, Wenqiang Yang, Min Hyuk Park, Wan Ki Bae, Sebastiaan van Dijken, Joona Bang*, Tae-Woo Lee*. Adaptive and Dynamic Memory with Ferroelectric Quantum Dots for Retinomorphic In-Sensor Computing.  Advanced Materials 2025, e04117.

27.  Hongwei Tan*, Syed Ashraf, Sebastian Hannula, Zhong-Peng Lv, Bo Peng, Sebastiaan van Dijken. Neuromorphic Multisensory Numerosity Perception Enhanced by a Tactile Glove. IEEE Electron Devices Technology & Manufacturing Conference (EDTM), Hong Kong, China. March 9-12, 2025.

2024

26. Hongwei Tan*, Sebastiaan van Dijken. A universal neuromorphic vision processing system. Nature Electronics 2024, 7, 946.

25. Guodong Gong, You Zhou, Ziyu Xiong, Tao Sun, Huaxin Li, Qingxiu Li, Wenyu Zhao, Guohua Zhang, Yongbiao Zhai, Ziyu Lv, Hongwei Tan, Ye Zhou and Su-Ting Han*. An antagonistic photovoltaic memristor for bioinspired active contrast adaptation. Advanced Materials 2024, 2409844.

24. Xuerong Liu†, Cui Sun†, Xiaoyu Ye†, Xiaojian Zhu*, Hongwei Tan*, Shang He, Mengjie Shao, Run-Wei Li*. Neuromorphic nanoionics for human-machine interaction: from materials to applications. Advanced Materials 2024, 36, 2311472.

23.  Xianhu Liu, Hongwei Tan, Emil Stråka, Xichen Hu, Min Chen, Sebastiaan van Dijken, Alberto Scacchi, Maria Sammalkorpi, Olli Ikkala*, Bo Peng*. Bioinspired sensory adaptation for trainable magnetic responses using magnetic colloidal assemblies. Cell Reports Physical Science 2024, 5, 101923.

22. Cui Sun, Xuerong Liu, Qian Jiang, Xiangling Xia, Youfeng Shen, Xiaoyu Ye, Hongwei Tan, Runshen Gao, Xiaojian Zhu*, Run-Wei Li*. A Discolorable Flexible Synaptic Transistor for Intelligent Health Monitoring. ACS Nano 2024, 18, 515–525

21.  Ziyue Miao, Hongwei Tan, Lotta Gustavsson, Yang Zhou, Quan Xu, Olli Ikkala,* and Bo Peng*. Gustation-inspired design of hydrogels for taste sensing enabled by machine learning. Small 2024, 20, 2305195.

2023

20.  Hongwei Tan*, Sebastiaan van Dijken*. Dynamic machine vision with retinomorphic photomemristor-reservoir computing. Nature Communications 2023, 14, 2169.

19.  Hongwei Tan*, Zhong Sun*, Xiaojian Zhu*. Editorial: Neuro-inspired sensing and computing: Novel materials, devices, and systems. Frontiers in Computational Neuroscience 2023, 17, 1126493.

2022

18.  Xianhu Liu, Hongwei Tan, Carlo Rigoni, Teemu Hartikainen, Nazish Asghar, Sebastiaan van Dijken, Jaakko V. I. Timonen, Bo Peng*, Olli Ikkala*. Magnetic field-driven particle assembly and jamming for bistable memory and response plasticity. Science Advances 2022, 8, eadc9394.

2021

17.  Hongwei Tan*, Yifan Zhou, Quanzheng Tao, Johanna Rosen, Sebastiaan van Dijken*. Bioinspired multisensory neural network with crossmodal integration and recognition. Nature Communications 2021, 12, 1120.

2020

16.  Hongwei Tan*, Quanzheng Tao, Ishan Pande, Sayani Majumdar, Fu Liu, Yifan Zhou, Per O. Å. Persson, Johanna Rosen, Sebastiaan van Dijken*. Tactile sensory coding and learning with bio-inspired optoelectronic spiking afferent nerves. Nature Communications 2020, 11, 1369.

2019

15.  Hongwei Tan*, Sayani Majumdar, Qihang Qin, Jouko Lahtinen, Sebastiaan van Dijken*. Mimicking Neurotransmitter Release and Long-Term Plasticity by Oxygen Vacancy Migration in a Tunnel Junction Memristor. Advanced Intelligent Systems 2019, 1, 1900036.

14.  Sayani Majumdar*, Hongwei Tan, Ishan Pande, Sebastiaan Van Dijken. Crossover from synaptic to neuronal functionalities through carrier concentration control in Nb-doped SrTiO3-based organic ferroelectric tunnel junctions. APL Materials 2019, 7, 091114.

13.   Sayani Majumdar*, Hongwei Tan, Qi Hang Qin, Sebastiaan van Dijken*. Energy‐Efficient Organic Ferroelectric Tunnel Junction Memristors for Neuromorphic Computing. Advanced Electronic Materials 2019, 5, 1800795.

2018

12.  Hongwei Tan, Gang Liu*, Run-Wei Li*. (2018) Multifunctional Optoelectronic Device Based on Resistive Switching Effects. In Ruby Srivastava (Eds.). Recent Development in Optoelectronic Devices (pp. 27-52). InTech. doi: 10.5772/intechopen.74826.

2017

11.   Hongwei Tan, Gang Liu*, Huangli Yang, Xiaohui Yi, Liang Pan, Jie Shang*, Shibing Long, Ming Liu, Yihong Wu, Run-Wei Li*. Light-Gated Memristor with Integrated Logic and Memory Functions. ACS Nano 2017, 11, 11298.

10.  Wuhong Xue, Gang Liu*, Zhicheng Zhong, Yuehua Dai, Jie Shang, Yiwei Liu, Huali Yang, Xiaohui Yi, Hongwei Tan, Liang Pan, Shuang Gao, Jun Ding, Xiao-Hong Xu* and Run-Wei Li*. A 1D Vanadium Dioxide Nanochannel Constructed via Electric-Field-Induced Ion Transport and its Superior Metal-Insulator Transition. Advanced Materials 2017, 29, 1702162. (Back cover) 

2016

9.    Chaochao Zhang, Yu-Tsing Tai, Jie Shang, Gang Liu*, Kun-Li Wang, Chien Hsu, Xiaohui Yi, Wuhong Xue, Hongwei Tan, Shanshan Guo, Liang Pan and Run-Wei Li*. Synaptic Plasticity and Learning Behaviors in Flexible Artificial Synapse Based on Polymer/Viologen System. Journal of Material Chemistry C 2016, 4, 4317.

8.    Xi Yang, Cheng Wang, Jie Shang, Chaochao Zhang, Hongwei Tan, Xiaohui Yi, Liang Pan, Wenbin Zhang, Fei Fan, Yaping Liu, Yu Chen, Gang Liu* and Run-Wei Li*. An Organic Terpyridyl-iron Polymer Based Memristor for Synaptic Plasticity and Learning Behavior Simulation. RSC Advances 2016, 6, 25179.

7.    Chaochao Zhang, Jie Shang, Wuhong Xue, Hongwei Tan, Liang Pan, Xi Yang, Shanshan Guo, Jian Hao, Gang Liu* and Run-Wei Li*. Convertible Resistive Switching Characteristics Between Memory Switching and Threshold Switching in a single Ferritin-based Memristor. Chemical Communications 2016, 52, 4828.

6.    Xiaohui Yi, Jie Shang, Liang Pan, Hongwei Tan, Bin Chen, Gang Liu, Gang Huang, Kevin Bernot, Oliver Guillou, Run-Wei Li*. Reversible Luminescence Modulation upon Electric Field on a Full Solid-State Device Based on Lanthanide Dimers. ACS Applied Materials & Interfaces 2016, 8, 15551.

2015

5.    Hongwei Tan, Gang Liu*, Xiaojian Zhu, Huali Yang, Bin Chen, Xinxin Chen, Jie Shang, Wei D. Lu, Yihong Wu and Run-Wei Li*. An Optoelectronic Resistive Switching Memory with Integrated Demodulating and Arithmetic Functions. Advanced Materials 2015, 27, 2797. (Back cover)

2014

4.    Jie Shang, Gang Liu*, Huali Yang, Xiaojian Zhu, Xinxin Chen, Hongwei Tan, Benlin Hu, Liang Pan, Wuhong Xue andRun-Wei Li*. Thermally Stable Transparent Resistive Random Access Memory based on All-Oxide Heterostructures. Advanced Functional Materials 2014, 24, 2110. (Inside front cover)

3.    Wenbin Zhang, Cheng Wang, Gang Liu*, Xiaojian Zhu, Xinxin Chen, Liang Pan, Hongwei Tan, Wuhong Xue, Zhenghui Ji, Jun Wang, Yu Chen and Run-Wei Li*. Thermally-Stable Resistive Switching with a Large ON/OFF Ratio Achieved in Poly(triphenylamine). Chemical Communications 2014, 50, 11856.

2.    Wuhong Xue, Wen Xiao, Jie Shang, Xiaojian Zhu, Liang Pan, Hongwei Tan, Wenbin Zhang, Zhenghui Ji, Xiao-Hong Xu, Jun Ding and Run-Wei Li*. Intrinsic and Interfacial Effect of Electrode Metals on the Resistive Switching Behaviors of Zinc Oxide Films. Nanotechnology 2014, 25, 425204.

2013

1.     Liang Pan, Benlin Hu, Xiaojian Zhu, Xinxin Chen, Jie Shang, Hongwei Tan, Wuhong Xue, Yuejin Zhu, Gang Liu and Run-Wei Li*. Role of Oxadiazole Moiety in Different D-A Polyazothines and Related Resistive Switching Properties. Journal of Material Chemistry C 2013, 1, 4556.

Granted patents

3.    Run-Wei Li, Hongwei Tan, Gang Liu. An optoelectronic information processor. No. 201610039778.2.

2.    Run-Wei Li, Hongwei Tan, Gang Liu. An optoelectronic information converter and its applications. No. 201510114334.6.

1.     Run-Wei Li, Hongwei Tan, Gang Liu, Xiaojian Zhu. A method to fabricate a multifunctional optoelectronic device and its applications. No. 201410018532.8.