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[1] Wang, C., Peng, L., Hou, Z.G.*, Li, J., Zhang, T., and Zhao, J., “Quantitative assessment of upper-limb motor function for post-stroke rehabilitation based on motor synergy analysis and multi-modality fusion”, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28, no. 4, pp. 943-952, April 2020.
[2] Sun, T., Peng, L., Cheng, L., Hou, Z.G.*, and Pan, Y., “Composite learning enhanced robot impedance control”, IEEE Transactions on Neural Networks and Learning Systems, vol. 31, no. 3, pp. 1052-1059, March 2020.
[3] Zhou, X., Bian, G., Xie, X., Hou, Z.G.*, Li, R., and Zhou, Y., “Qualitative and quantitative assessment of technical skills in percutaneous coronary intervention: In vivo porcine studies,” IEEE Transactions on Biomedical Engineering, vol. 67, no. 2, pp. 353-364, Feb. 2020.
[4] L. Luo, L. Peng, C. Wang, and Hou, Z.G.*, “A greedy assist-as-needed controller for upper limb rehabilitation”, IEEE Transactions on Neural Networks and Learning Systems, 2019, vol. 30, no. 11, pp. 3433-3443.
[5] X. Zhou, G. Bian, X. Xie, Hou, Z.G.*, et al, “Analysis of interventionalists’ natural behaviors for recognizing motion patterns of endovascular tools during percutaneous coronary interventions”, IEEE Transactions on Biomedical Circuits and Systems, 2019, vol. 13, no. 2, pp. 330-342.
[6] C. Cui, G. Bian, Hou, Z.G.*, J. Zhao, G. Su, H. Zhou, et al., "Simultaneous Recognition and Assessment of Post-Stroke Hemiparetic Gait by Fusing Kinematic, Kinetic, and Electrophysiological Data," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 26, pp. 856-864, 2018.
[7] Cui, C., Bian, G., Hou, Z.G.*, Zhao, J., and Zhou, H., “A multimodal framework based on integration of cortical and muscular activities for decoding human intentions about lower limb motions”, IEEE Transactions on Biomedical Circuits and Systems, August 2017, vol. 11, no. 4, pp. 889-899.
[8] J. Wang, W. Wang, and Hou, Z.G.*, “Towards improving engagement in neural rehabilitation: attention enhancement based on brain-computer interface and audiovisual feedback”, IEEE Transactions on Cognitive and Developmental Systems, 2019, available online, doi: 10.1109/TCDS.2019.2959055.
[9] L. Cheng, Y. Liu, Hou, Z.G., et al, “A rapid spiking neural network approach with an application on hand gesture recognition,” IEEE Transactions on Cognitive and Developmental Systems, 2019, available online, doi: 10.1109/TCDS.2019.2918228
[10] Sun, T., Peng, L., Cheng, L., Hou, Z.G.* and Pan, Y., “Stability-guaranteed variable impedance control of robots based on approximate dynamic inversion”, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, available online, doi: 10.1109/TSMC.2019.2930582
[11] Z. G. Hou, L. Cheng, and M. Tan, "Multicriteria optimization for coordination of redundant robots using a dual neural network," IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, vol. 40, no. 4, pp. 1075-1087, 2010.(regular paper)
[12] Z. G. Hou, A. Zou, L. Cheng, and M. Tan, "Adaptive control of an electrically driven nonholonomic mobile robot via backstepping and fuzzy approach," IEEE Transaction on Control Systems Technology, vol. 17, no. 4, pp. 803-815, 2009.(regular paper)
[13] Z. G. Hou, L. Cheng, and M. Tan, "Decentralized robust adaptive control for the multiagent system consensus problem using neural networks," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 39, no. 3, pp. 636-647, 2009.(regular paper)
[14] Z. G. Hou, M. M. Gupta, P. N. Nikiforuk, M. Tan, and L. Cheng, "A recurrent network for hierarchical control of interconnected dynamic systems," IEEE Transactions on Neural Networks, vol. 18, no. 2, pp. 466-481, 2007.(regular paper)
[15] A. Zou, K. Dev Kumar, Z. G. Hou, and X. Liu, "Finite-time attitude tracking control for spacecraft using terminal sliding mode and Chebyshev neural network," IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, vol. 41, no. 4, pp. 950-963, 2011. (regular paper)
[16] L. Cheng, Y. Lin, Z. G. Hou, M. Tan, J. Huang, and W. Zhang, "Adaptive tracking control of hybrid machines: a closed-chain five-bar mechanism case," IEEE/ASME Transactions on Mechatronics, vol. 16, no. 6, pp. 1155-1163, 2011.(regular paper)
[17] L. Cheng, Z. G. Hou, M. Tan, and X. Wang, "Necessary and sufficient conditions for consensus of double-integrator multi-agent systems with measurement noises," IEEE Transactions on Automatic Control, vol. 56, no. 8, pp. 1958- 1963, 2011.
[18] Z. G. Hou, "A hierarchical optimization neural network for large-scale dynamic systems," Automatica, vol. 37, no. 12, pp. 1931-1940, 2001. (regular paper)
[19] A. Zou, K. Dev Kumar, and Z. G. Hou, "Quaternion-based adaptive output feedback attitude control of spacecraft using Chebyshev neural networks," IEEE Transactions on Neural Networks, vol. 21, no. 9, pp. 1457-1471, 2010. (regular paper)
[20] A. Zou, Z. G. Hou, and M. Tan, "Adaptive control of a class of nonlinear pure-feedback systems using fuzzy backstepping approach," IEEE Transactions on Fuzzy Systems, vol. 16, no. 4, pp. 886-897, 2008.(regular paper)