Dr. Hongwei Tan

Hongwei Tan received his Bachelor's Degree in Physics from Nankai University in 2011 and his Ph.D. Degree in Material Physics and Chemistry from the University of Chinese Academy of Science (CAS) in 2016. His thesis was on designing and implementing novel neuromorphic photomemristor. Following his PhD, he joined the University of Massachusetts (UMass) Amherst in the U.S. as a Postdoctoral Researcher working on the design and fabrication of optogenetic devices for neurointerface. Then he joined the Department of Applied Physics at Aalto University in Finland as a Postdoctoral Researcher in 2017 and a Research Fellow in 2022 working on neuromorphic devices for intelligence sensing. In November 2024, Hongwei Tan joined the Max Planck Institute for Polymer Research (MPIP) in Mainz as a Group Leader at the Department of Molecular Electronics.

Research Interests

Neuromorphic Biointerface represents a cutting-edge convergence of neuromorphic electronics and neuroscience, aiming to mimic the brain's computational capabilities while seamlessly interacting with biological systems. Neuromorphic devices leverage brain-inspired architectures, such as spiking neural networks, to enable energy-efficient information processing and adaptive learning. When integrated with biological systems via a biointerface, these devices hold immense potential for applications like intuitive brain-machine interfaces, prosthetics, and advanced diagnostics. This interdisciplinary field bridges neuroscience, materials science, and engineering, opening avenues for innovative therapies and cognitive technologies. Our research interest focuses on the design and implementation of neuromorphic electronic devices and systems that can communicate with biological systems. We are exploring various materials, devices, circuits, networks, algorithms, and systems to achieve this ambition.

Publications

Hongwei Tan*, Sebastiaan van Dijken
A universal neuromorphic vision processing system
Nature Electronics 7, 946-947 (2024)
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 36, 2311472 (2024)
Hongwei Tan*, Sebastiaan van Dijken*
Dynamic machine vision with retinomorphic photomemristor-reservoir computing
Nature Communications 14, 2169 (2023)
Hongwei Tan*, Yifan Zhou, Quanzheng Tao, Johanna Rosen, Sebastiaan van Dijken*
Bioinspired multisensory neural network with crossmodal integration and recognition
Nature Communications 12, 1120 (2021)
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 11, 1369 (2020)
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 11, 11298-11305 (2017)
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 27, 2797-2803 (2015)
Go to Editor View