Publications

2026

Wearable intelligent throat enables natural speech in stroke patients with dysarthria

Chenyu Tang, Shuo Gao, Cong Li, Wentian Yi, Yuxuan Jin, Xiaoxue Zhai, Sixuan Lei, Hongbei Meng, Zibo Zhang, Muzi Xu, Shengbo Wang, Xuhang Chen, Chenxi Wang, Hongyun Yang, Ningli Wang, Wenyu Wang, Jin Cao, Xiaodong Feng, Peter Smielewski, Yu Pan, Wenhui Song, Martin Birchall, Luigi G Occhipinti

Nature Communications, 2026
Deep learning prediction of childhood myopia progression using fundus image and refraction data

Meng, Tian Kang, Yansong Hu, Ningli Wang, Jing Fu, Ankang Zhou, Yuanyuan Liu, Hongbei Meng, Xuemeng Li, Shengbo Wang, Xuhang Chen, Hubin Zhao, Guohua Hu, Wei Wang, Yanning Dai, Arokia Nathan, Peter Smielewski, Shuo Gao, Shi, Ming Li

JAMA Network Open, 2026

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2025

Scalable Synaptic Transistor Memory from Solution-Processed Carbon Nanotubes for High-Speed Neuromorphic Data Processing

Jingfang Pei, Lekai Song, Pengyu Liu, Songwei Liu, Zihan Liang, Yingyi Wen, Yang Liu, Shengbo Wang, Xiaolong Chen, Teng Ma, Shuo Gao, Guohua Hu

Advanced Materials, 2025

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High-Accuracy Intermittent Strabismus Screening via Wearable Eye-Tracking and AI-Enhanced Ocular Feature Analysis

Zihe Zhao, Hongbei Meng, Shangru Li, Shengbo Wang, Jiaqi Wang, Shuo Gao

Biosensors, 2025

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Lightweight error-tolerant edge detection using memristor-enabled stochastic computing

Lekai Song, Pengyu Liu, Jingfang Pei, Yang Liu, Songwei Liu, Shengbo Wang, Leonard WT Ng, Tawfique Hasan, Kong, Pang Pun, Shuo Gao, Guohua Hu

Nature Communications, 2025

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Deep Learning-Based Longitudinal Prediction of Childhood Myopia Progression Using Fundus Image Sequences and Baseline Refraction Data

Mengtian Kang, Yansong Hu, Shuo Gao, Yuanyuan Liu, Hongbei Meng, Xuemeng Li, Shengbo Wang, Xuhang Chen, Hubin Zhao, Jing Fu, Guohua Hu, Wei Wang, Yanning Dai, Arokia Nathan, Peter Smielewski, Ningli Wang, Shiming Li

arXiv, 2025

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Real-time raw signal genomic analysis using fully integrated memristor hardware

Peiyi He, Shengbo Wang, Ruibin Mao, Mingrui Jiang, Sebastian Siegel, Giacomo Pedretti, Jim Ignowski, John Paul Strachan, Ruibang Luo, Can Li

Nature Computational Science, 2025

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A layered smart sensing platform for physiologically informed human-exoskeleton interaction

Chenyu Tang, Yu Zhu, Josée Mallah, Wentian Yi, Luyao Jin, Zibo Zhang, Shengbo Wang, Muzi Xu, Ming Shen, Calvin Kalun Or, Shuo Gao, Shaoping Bai, Luigi G Occhipinti

arXiv, 2025

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Fault-Free Analog Computing with Imperfect Hardware

Zhicheng Xu, Jiawei Liu, Sitao Huang, Zefan Li, Shengbo Wang, Bo Wen, Ruibin Mao, Mingrui Jiang, Giacomo Pedretti, Jim Ignowski, Kaibin Huang, Can Li

arXiv, 2025

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Neuromorphic Perception and Local Multimodal Haptic Feedback Based Immersive Teleoperation

Cong Li, Junrong Pan, Shengbo Wang, Zihe Zhao, Shuo Gao

IEEE, 2025

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Active Rehabilitation Technologies for Post-Stroke Patients

Hongbei Meng, Zihe Zhao, Shangru Li, Shengbo Wang, Jiacheng Wang, Canxi Yang, Chenyu Tang, Xuhang Chen, Xiaoxue Zhai, Yu Pan, Arokia Nathan, Peter Smielewski, Luigi G Occhipinti, Shuo Gao

PMC, 2025

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Neuromorphic spatiotemporal optical flow: Enabling ultrafast visual perception beyond human capabilities

Shengbo Wang, Jingwen Zhao, Tongming Pu, Liangbing Zhao, Xiaoyu Guo, Yue Cheng, Cong Li, Weihao Ma, Chenyu Tang, Zhenyu Xu, Ningli Wang, Luigi Occhipinti, Arokia Nathan, Ravinder Dahiya, Huaqiang Wu, Li Tao, Shuo Gao

Nature Communications, 2025

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Physiology-informed layered sensing for intelligent human-exoskeleton interaction

Luigi Occhipinti, Chenyu Tang, Yu Zhu, Josée Mallah, Wentian Yi, Luyao Jin, Zibo Zhang, Shengbo Wang, Muzi Xu, Ming Shen, Calvin Kalun Or, Shuo Gao, Shaoping Bai

Research Square, 2025

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High-Order Associative Learning Based on Memristive Circuits for Efficient Learning

Shengbo Wang, Xuemeng Li, Jialin Ding, Weihao Ma, Ying Wang, Luigi Occhipinti, Arokia Nathan, Shuo Gao

IEEE, 2025

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Hardware-Adaptive and Superlinear-Capacity Memristor-based Associative Memory

Chengping He, Mingrui Jiang, Keyi Shan, Szu, Hao Yang, Zefan Li, Shengbo Wang, Giacomo Pedretti, Jim Ignowski, Can Li

arXiv, 2025

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GEM: a GEneral Memristive transistor model

Shengbo Wang, Jingfang Pei, Cong Li, Xuemeng Li, Li Tao, Arokia Nathan, Guohua Hu, Shuo Gao

Journal of Physics D: Applied Physics, 2025

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Research Data supporting" Memristor-Based Adaptive Neuromorphic Perception in Unstructured Environments"

Shengbo Wang, Shuo Gao, Chenyu Tang, Edoardo Occhipinti, Cong Li, Shrui Wang, Jiaqi Wang, Guohua Hu, Arokia Nathan, Ravinder Dahiya, Luigi Occhipinti

Cambridge Repository, 2025

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2024

Memristor-based adaptive neuromorphic perception in unstructured environments

Shengbo Wang, Shuo Gao, Chenyu Tang, Edoardo Occhipinti, Cong Li, Shurui Wang, Jiaqi Wang, Hubin Zhao, Guohua Hu, Arokia Nathan, Ravinder Dahiya, Luigi Giuseppe Occhipinti

Nature Communications, 2024

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An AI-driven multimodal smart home platform for continuous monitoring and intelligent assistance in post-stroke patients

Chenyu Tang, Ruizhi Zhang, Shuo Gao, Zihe Zhao, Zibo Zhang, Jiaqi Wang, Cong Li, Junliang Chen, Yanning Dai, Shengbo Wang, Ruoyu Juan, Qiaoying Li, Ruimou Xie, Xuhang Chen, Xinkai Zhou, Yunjia Xia, Jianan Chen, Fanghao Lu, Xin Li, Ninglli Wang, Peter Smielewski, Yu Pan, Hubin Zhao, Luigi G Occhipinti

Google Scholar, 2024

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A Unified Platform for At-Home Post-Stroke Rehabilitation Enabled by Wearable Technologies and Artificial Intelligence

Chenyu Tang, Ruizhi Zhang, Shuo Gao, Zihe Zhao, Zibo Zhang, Jiaqi Wang, Cong Li, Junliang Chen, Yanning Dai, Shengbo Wang, Ruoyu Juan, Qiaoying Li, Ruimou Xie, Xuhang Chen, Xinkai Zhou, Yunjia Xia, Jianan Chen, Fanghao Lu, Xin Li, Ninglli Wang, Peter Smielewski, Yu Pan, Hubin Zhao, Luigi G Occhipinti

Google Scholar, 2024

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Real-Time State Modulation and Acquisition Circuit in Neuromorphic Memristive Systems

Shengbo Wang, Cong Li, Tongming Pu, Jian Zhang, Weihao Ma, Luigi Occhipinti, Arokia Nathan, Shuo Gao

IEEE, 2024

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Self-reconfigurable Multifunctional Memristive Nociceptor for Intelligent Robotics

Shengbo Wang, Mingchao Fang, Lekai Song, Cong Li, Jian Zhang, Arokia Nathan, Guohua Hu, Shuo Gao

Neuromorphic Computing and Engineering, 2024

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Local stochastic computing using memristor-enabled stochastic logics

Lekai Song, Pengyu Liu, Jingfang Pei, Yang Liu, Songwei Liu, Shengbo Wang, Leonard WT Ng, Tawfique Hasan, Kong, Pang Pun, Shuo Gao, Guohua Hu

Journal Article, 2024

2023

Essential characteristics of memristors for neuromorphic computing

Wenbin Chen, Lekai Song, Shengbo Wang, Zhiyuan Zhang, Guanyu Wang, Guohua Hu, Shuo Gao

Advanced Electronic Materials, 2023

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Memristor-based intelligent human-like neural computing

Shengbo Wang, Lekai Song, Wenbin Chen, Guanyu Wang, En Hao, Cong Li, Yuhan Hu, Yu Pan, Arokia Nathan, Guohua Hu, Shuo Gao

Advanced Electronic Materials, 2023

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Multimodal sensing in stroke motor rehabilitation

Zihe Zhao, Jiaqi Wang, Shengbo Wang, Rui Wang, Yao Lu, Yan Yuan, Junliang Chen, Yanning Dai, Yong Liu, Xiaomeng Wang, Yu Pan, Shuo Gao

Advanced Sensors, 2023

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Essential Characteristics of Memristors for Neuromorphic Computing (Adv. Electron. Mater. 2/2023).

Wenbin Chen, Lekai Song, Shengbo Wang, Zhiyuan Zhang, Guanyu Wang, Guohua Hu, Shuo Gao

Journal Article, 2023

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