Inhibitory Components in Muscle Synergies Factorized by the Rectified Latent Variable Model From Electromyographic Data

Authors: Guo, X., Huang, S., He, B., Lan, C., Xie, J.J., Lau, K.Y.S., Takei, T., Mak, A.D.P., Cheung, R.T.H., Seki, K., Cheung, V.C.K., Chan, R.H.M.

Source: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 29(2):1049-1061 Feb, 2025

Age-Related Modifications of Muscle Synergies and Their Temporal Activations for Overground Walking

Authors: Guo, X., He, B., Lau, K.Y.S., Chan, P.P.K., Liu, R., Xie, J.J., Ha, S.C.W., Chen, C., Cheing, G.L.Y., Cheung, R.T.H., Chan, R.H.M., Cheung, V.C.K.

Source: IEEE Transactions on Neural Systems and Rehabilitation Engineering IEEE Trans. Neural Syst. Rehabil. Eng. Neural Systems and Rehabilitation Engineering, IEEE Transactions on. 30:2700-2709 2022

Adapting to the Mechanical Properties and Active Force of an Exoskeleton by Altering Muscle Synergies in Chronic Stroke Survivors

Authors: Rinaldi, L., Yeung, L., Lam, P.C., Pang, M.Y.C., Tong, R.K., Cheung, V.C.K.

Source: IEEE Transactions on Neural Systems and Rehabilitation Engineering IEEE Trans. Neural Syst. Rehabil. Eng. Neural Systems and Rehabilitation Engineering, IEEE Transactions on. 28(10):2203-2213 Oct, 2020

Modulating the Structure of Motor Variability for Skill Learning Through Specific Muscle Synergies in Elderlies and Young Adults

Authors: Cheung, V.C.K., Zheng, X., Cheung, R.T.H., Chan, R.H.M.

Source: IEEE Open Journal of Engineering in Medicine and Biology IEEE Open J. Eng. Med. Biol. Engineering in Medicine and Biology, IEEE Open Journal of. 1:33-40 2020

Non-negative matrix factorization algorithms modeling noise distributions within the exponential family

Authors: Cheung, V.C.K., Tresch, M.C.

Source: 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the. :4990-4993 2005

Relation: 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference

Neuroscience at MIT

Authors: Cheung, V.C.K., Bizzi, E.

Source: IEEE Pulse Pulse, IEEE. 2(4):47-50 Aug, 2011

On Nonnegative Matrix Factorization Algorithms for Signal-Dependent Noise with Application to Electromyography Data

Authors: Devarajan, K., Cheung, V.C.K.

Source: NEURAL COMPUTATION. 26(6):1128-1168

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN354465630&indx=1&recIds=ETOCRN354465630

Muscle synergy patterns as physiological markers of motor cortical damage

Authors: Cheung, V.C.K., Turolla, A., Agostini, M., Silvoni, S., Bennis, C., Kasi, P., Paganoni, S., Bonato, P., Bizzi, E.

Source: PROCEEDINGS- NATIONAL ACADEMY OF SCIENCES USA. 109(36):14652-14656

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN318264944&indx=1&recIds=ETOCRN318264944

Modules in the brain stem and spinal cord underlying motor behaviors

Authors: Roh, J., Cheung, V.C.K., Bizzi, E.

Source: JOURNAL OF NEUROPHYSIOLOGY. 106(3):1363-1378

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN298399816&indx=1&recIds=ETOCRN298399816

Stability of muscle synergies for voluntary actions after cortical stroke in humans

Authors: Cheung, V.C.K., Piron, L., Agostini, M., Silvoni, S., Turolla, A., Bizzi, E.

Source: PROCEEDINGS- NATIONAL ACADEMY OF SCIENCES USA. 106(46):19563-19568

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN261034448&indx=1&recIds=ETOCRN261034448

Adjustments of Motor Pattern for Load Compensation Via Modulated Activations of Muscle Synergies During Natural Behaviors

Authors: Cheung, V.C.K., d Avella, A., Bizzi, E.

Source: JOURNAL OF NEUROPHYSIOLOGY. 101(3):1235-1257

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN247274751&indx=1&recIds=ETOCRN247274751

Combining modules for movement

Authors: Bizzi, E., Cheung, V.C.K., d'Avella, A., Saltiel, P., Tresch, M.

Source: In Brain Research Reviews 2008 57(1):125-133