·Scientific Research
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Scientific Research
Research Field
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Paper Publications
MORE+- [1] Sheng-Guang Ren, Run Ni, Xiao-Di Huang, Yi Li,* and Xiang-Shui Miao, Pt/Al2O3/TaOX/Ta Self-Rectifying Memristor with Record-Low Operation Current (<2 pA), Low Power (fJ), and High Scalability, IEEE Transactions on Electron Devices, 69(2), 838-842, 2022. DOI: 10.1109/TED.2021.3134137.
- [2] Houji Zhou, Yi Li,* and Xiangshui Miao, Low-time-complexity document clustering using memristive dot product engine, SCIENCE CHINA Information Sciences, 65(2), 122410, 2022. DOI:10.1007/s11432-021-3316-x.
- [3] Run Ni,† Ling Yang,† Xiao-Di Huang, Sheng-Guang Ren, Tian-Qing Wan, Yi Li,* and Xiang-Shui Miao, Controlled Majority-Inverter Graph Logic with High Nonlinear, Self-Rectifying Memristor, IEEE Transactions on Electron Devices, 68(10), 4897-4902, 2021. DOI: 10.1109/TED.2021.3106234.
- [4] Houji Zhou,† Jia Chen,† Yinan Wang,† Sen Liu, Yi Li,* Qingjiang Li,* Qi Liu, Yuhui He, Hui Xu, and Xiangshui Miao, Energy-efficient Memristive Euclidean Distance Engine for Brain-inspired Competitive Learning, Advanced Intelligent Systems, 3(11), 2100114, 2021. DOI: 10.1002/aisy.202100114.
- [5] Yue Zhou, Nuo Xu, Bin Gao, Fuwei Zhuge, Zijian Tang, Xinchen Deng, Yi Li, Yuhui He*, Xiangshui Miao*, Complementary Memtransistors based Multilayer Neural Networks for Online Supervised Learning through (anti-) Spike Timing Dependent Plasticity, IEEE Transactions on Neural Networks and Learning Systems, 2021. DOI: 10.1109/TNNLS.2021.3082911.
Patents
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Published Books
- [1] Neuromorphic devices based on Chalcogenide Materials, In Neuromorphic Devices for Brain-inspired Computing: Artificial Intelligence, Perception and Robotics
- [2] Nonvolatile memristive logic: a road to in-memory computing, In Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications
- [3] Chalcogenide materials for optoelectronic memory and neuromorphic computing. In Photo-Electroactive Non-Volatile Memories for Data Storage and Neuromorphic Computing
- [4] 忆阻器导论
Research Projects
- [1] 面向神经形态系统的类脑架构与算法研究, Ministry of Science and Technology of the People's Republic of China-2025-11-30
- [2] 基于易失性忆阻器的脉冲神经元及硬件脉冲神经网络的实现探索, National Natural Science Foundation of China (NSFC), 2021-01-01
- [3] 基于双极性自选通忆阻器的非易失可重构逻辑原理与实现研究, National Natural Science Foundation of China (NSFC), 2019-01-01
- [4] 碲化物忆阻突触器件机制及联想学习功能研究-2018-12-31