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资助项目:National Natural Science Foundation of China[U1913601]
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BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimers Disease Based on sMRI
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1161-1169
作者:
Fan, Chen-Chen
;
Yang, Hongjun
;
Peng, Liang
;
Zhou, Xiao-Hu
;
Ni, Zhen-Liang
;
Zhou, Yan-Jie
;
Chen, Sheng
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:195/0
  |  
提交时间:2023/12/21
Alzheimer's disease (AD)
cognitive assessment
convolutional neural networks (CNNs)
graph neural networks
structural magnetic resonance imaging (sMRI)
Soft Magnetic Skin's Deformation Analysis for Tactile Perception
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 12, 页码: 12883-12893
作者:
Gui, Mei-Jiang
;
Zhou, Xiao-Hu
;
Xie, Xiao-Liang
;
Liu, Shi-Qi
;
Feng, Zhen-Qiu
;
Hou, Zeng-Guang
Adobe PDF(2789Kb)
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收藏
  |  
浏览/下载:177/13
  |  
提交时间:2023/11/17
Soft magnetic skins
deformations analy-sis
dynamic Young's modulus (DYM)
finite-element simulation
tactile perception
A Hierarchical Architecture for Multisymptom Assessment of Early Parkinson's Disease via Wearable Sensors
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1553-1563
作者:
Wang, Chen
;
Peng, Liang
;
Hou, Zeng-Guang
;
Li, Yanfeng
;
Tan, Ying
;
Hao, Honglin
Adobe PDF(1912Kb)
  |  
收藏
  |  
浏览/下载:327/16
  |  
提交时间:2023/03/20
Diseases
Machine learning
Hidden Markov models
Accelerometers
Monitoring
Gyroscopes
Parkinson's disease
Wearable computing
Sensor systems
multilevel fusion
multisymptom assessment
Parkinson's disease (PD)
wearable sensor system
Spatial Repetitive Impedance Learning Control for Robot-Assisted Rehabilitation
期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2022, 页码: 11
作者:
Yang, Jiantao
;
Sun, Tairen
;
Cheng, Long
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:110/0
  |  
提交时间:2023/03/20
Adaptive control
impedance learning
iterative learning control
rehabilitation robot
repetitive learning control
robot control
spatial periodicity
Discrete soft actor-critic with auto-encoder on vascular robotic system
期刊论文
ROBOTICA, 2022, 页码: 12
作者:
Li, Hao
;
Zhou, Xiao-Hu
;
Xie, Xiao-Liang
;
Liu, Shi-Qi
;
Gui, Mei-Jiang
;
Xiang, Tian-Yu
;
Wang, Jin-Li
;
Hou, Zeng-Guang
Adobe PDF(715Kb)
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收藏
  |  
浏览/下载:288/9
  |  
提交时间:2023/01/09
surgical robots
vascular robotic system
automation
reinforcement learning
deep neural network
Drivable Space of Rehabilitation Robot for Physical Human-Robot Interaction: Definition and an Expanding Method
期刊论文
IEEE TRANSACTIONS ON ROBOTICS, 2022, 页码: 14
作者:
Wang, Weiqun
;
Liang, Xu
;
Liu, Shengda
;
Lin, Tianyu
;
Zhang, Pu
;
Lv, Zhen
;
Wang, Jiaxing
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:240/0
  |  
提交时间:2022/11/14
Assistive robots
Torque
Robot kinematics
Training
Exoskeletons
Biological system modeling
Adaptation models
Adaptive learning
dynamics modeling
physical human-robot interaction (pHRI)
rehabilitation robot
TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 8, 页码: 1925-1937
作者:
Fan, Chen-Chen
;
Peng, Liang
;
Wang, Tian
;
Yang, Hongjun
;
Zhou, Xiao-Hu
;
Ni, Zhen-Liang
;
Wang, Guan'an
;
Chen, Sheng
;
Zhou, Yan-Jie
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:469/0
  |  
提交时间:2022/09/19
Magnetic resonance imaging
Generative adversarial networks
Task analysis
Three-dimensional displays
Training
Generators
Data models
Alzheimer's disease
magnetic resonance imaging
generative adversarial network
Neural Correlates of Single-Task Versus Cognitive-Motor Dual-Task Training
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 2, 页码: 532-540
作者:
Wang, Jiaxing
;
Wang, Weiqun
;
Ren, Shixin
;
Shi, Weiguo
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:239/0
  |  
提交时间:2022/07/25
Cognitive-motor dual-task training (CMDT)
engagement
event-related (de-)synchronization (ERD/ERS)
focus of attention (FOA)
single-cognitive/motor-task training (SCT/SMT)
A Unified Framework for Multi-Guidewire Endpoint Localization in Fluoroscopy Images
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2022, 卷号: 69, 期号: 4, 页码: 1406-1416
作者:
Li, Rui-Qi
;
Xie, Xiao-Liang
;
Zhou, Xiao-Hu
;
Liu, Shi-Qi
;
Ni, Zhen-Liang
;
Zhou, Yan-Jie
;
Bian, Gui-Bin
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:315/0
  |  
提交时间:2022/07/25
Location awareness
Surgery
Instruments
Feature extraction
Task analysis
Proposals
Measurement
Guidewire endpoint
keypoint localization
surgical instrument
A Control Framework for Adaptation of Training Task and Robotic Assistance for Promoting Motor Learning With an Upper Limb Rehabilitation Robot
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 卷号: 52, 期号: 12, 页码: 7737-7747
作者:
Wang, Chen
;
Peng, Liang
;
Hou, Zeng-Guang
Adobe PDF(2528Kb)
  |  
收藏
  |  
浏览/下载:259/22
  |  
提交时间:2022/06/10
Robots
Trajectory
Task analysis
Training
Oscillators
Rehabilitation robotics
Real-time systems
Assist as needed (AAN)
motor learning
nonlinear adaptive control
rehabilitation robotics