代表文章 [1] Liu G, Wang J. Dendrite Net: A white-box module for classification, regression, and system identification. IEEE Transactions on Cybernetics 2022, 52: 13774-13787.（IF：19.118，计算机及控制工程权威期刊） [2] Liu G, Wang J. EEGG: An analytic brain-computer interface algorithm. IEEE Transactions on Neural Systems and Rehabilitation Engineering 2022, 30: 643-655. （IF：4.528，脑机接口权威期刊） [3] Liu G, Wang L, Wang J. A novel energy-motion model for continuous sEMG decoding: from muscle energy to motor pattern. Journal of Neural Engineering 2021, 18(1): 016019. （IF：5.379，脑机接口权威期刊） [4] Liu G, Wang J. A relation spectrum inheriting Taylor series: muscle synergy and coupling for hand. Frontiers of Information Technology & Electronic Engineering 2022, 23(1): 145-157. （IF：2.526，中国工程院院刊） [5] Liu G, It may be time to improve the neuron of artificial neural network. IEEE TechRxiv 2020. doi:10.36227/techrxiv.12477266（https://www.techrxiv.org/stats，在IEEE预印平台上所有文章中热度排第一名） [6] Liu G, Pang Y, Yin S, Niu X, Wang J, Wan H. Dendrite Net with acceleration module for faster nonlinear mapping and system identification. Mathematics 2022. 10(23): 4477.（中科院二区） [7] Zhang X, Cheng J, Liu G(通讯作者), Tu J, Wu Q, Liao C, Feng S, Song X. Circumferential shear horizontal guided wave crack inspection of 3PE-Coated pipes based on a CNN. Journal of Nondestructive Evaluation 2022. 41(2):1-3. （中科院二区） [8] Huang S, Niu X, Wang Z, Liu G(通讯作者), Shi L. A moving target detection model inspired by spatio-temporal information accumulation of avian tectal neurons. Mathematics 2023, 11(5), 1169. [9] Wang W, Shi B, Wang D, Wang J, Liu G(通讯作者). "Enhanced lower-limb motor imagery by kinesthetic illusion." Frontiers in Neuroscience 17 (2023): 1077479. [10] Zhu J, Li M, Zhang Z, Liu G(通讯作者), Wan H. "Performance Baseline of Phase Transfer Entropy Methods for Detecting Animal Brain Area Interactions." Entropy 25, no. 7 (2023): 994. [11] Zhu J, Zhang Z, Liu G(通讯作者), Wan H. "Enhanced Hippocampus–Nidopallium Caudolaterale Interaction in Visual–Spatial Associative Learning of Pigeons." Animals 14, no. 3 (2024): 456. [12] Yin S, Shi B, Liu G, Wang J, Zhao C. "Electromagnetic Clutch-based Ankle Exosuit for Assisting Stroke Survivors with Different Body Sizes." IEEE Robotics and Automation Letters (2023)，vol. 8, no. 8, pp. 4847-4854 [13] Wu Q, Yue Z, Ge Y, Ma D, Yin H, Zhao H, Liu G, Wang J, Dou W, Pan Y. Brain functional networks study of subacute stroke patients with upper limb dysfunction after comprehensive rehabilitation including BCI training. Frontiers in neurology 2020, 10: 1419. |
代表专利 l以下发明专利已授权，成果转化至深圳睿瀚医疗科技有限公司（乐普医疗子公司，股票代码：300003，市值：285.1亿元，医疗器械龙头企业） [1] 一种基于眼动及脑电信息的大型游戏场景康复系统及方法.发明专利, 授权号：CN201810925012.3 [2] 一种多反馈模态的主动加强式训练系统及其操作方法.发明专利, 授权号：CN201810866852.7 [3]一种健侧患侧协同的主动下肢训练系统及其操作方法. 发明专利, 授权号：CN201810866264.3 [4] 一种基于运动信息与肌电交互的康复训练评测方法及系统.发明专利, 授权号：CN201810339958.1 [5] 一种脑卒中患者复健 FES 信号精确定位方法.发明专利, 授权号：CN201910079234.2 l申请专利 [1] 刘刚,尧德中.脑-器械交互和脑-器官交互模型的迭代方法及相关装置. 中国发明专利，申请(专利)号：2023111035696, 公开公告日：2023-12-01. [2] 刘刚,尧德中.基于振动动觉的外骨骼装置及其工作方法. 中国发明专利，申请(专利)号：2023111632076, 公开公告日：2023-11-24. [3] 刘刚,尧德中,徐佳颖,庞雅静.一种运动神经通路建模与分析方法及相关装置. 中国发明专利，申请(专利)号：CN202311103582.1, 公开公告日：2023-12-01. [4] 刘刚,尧德中,庞雅静,徐佳颖,张锐.基于共性特征的运动神经通路模型重构方法及相关装置. 中国发明专利，申请(专利)号：202311103576.6, 公开公告日：2023-12-01. [5] 刘刚,尧德中,庞雅静,徐佳颖,李晓媛,张锐.分级校准肌肉激活信号的神经通路模型构建方法及相关装置. 中国发明专利，申请(专利)号：202311103561.X, 公开公告日：2023-12-01. |
