Publications
Sparse Non-negative Matrix Factorization for Unsupervised Extraction of Optimal Basis Functions for Myocontrol in Upper Limb Prostheses.
. (2015). Bayesian Filtering of Surface EMG for Accurate Simultaneous and Proportional Prosthetic Control.
. (2015). The Extraction of Neural Information from the Surface EMG for the Control of Upper-Limb Prostheses: Emerging Avenues and Challenges.
. (2014). Extracting Signals Robust to Electrode Number and Shift for Online Simultaneous and Proportional Myoelectric Control by Factorization Algorithms.
. (2014). Noninvasive, Accurate Assessment of the Behavior of Representative Populations of Motor Units in Targeted Reinnervated Muscles.
. (2014). Linear and Nonlinear Regression Techniques for Simultaneous and Proportional Myoelectric Control.
. (2014). Is Accurate Mapping of EMG Signals on Kinematics Needed for Precise Online Myoelectric Control?.
. (2014). Ieee Transactions on Neural Systems and Rehabilitation Engineering. Peripheral Electrical Stimulation Triggered by Self-Paced Detection of Motor Intention Enhances Motor Evoked Potentials.
. (2012). Self-Correcting Pattern Recognition System of Surface EMG Signals for Upper Limb Prosthesis Control.
. (2014). A Closed-Loop Brain #x2013;Computer Interface Triggering an Active Ankle #x2013;Foot Orthosis for Inducing Cortical Neural Plasticity.
. (2014). Enhanced Low-Latency Detection of Motor Intention From EEG for Closed-Loop Brain-Computer Interface Applications.
. (2014). Ieee Transactions on Biomedical Engineering. Covariance and Time-Scale Methods for Blind Separation of Delayed Sources.
. (2011). Ieee Transactions on Biomedical Engineering. Simultaneous and Proportional Force Estimation for Multifunction Myoelectric Prostheses Using Mirrored Bilateral Training.
. (2011). Improved Phoneme-Based Myoelectric Speech Recognition.
. (2009). Ieee Transactions on Biomedical Engineering. Extracting Simultaneous and Proportional Neural Control Information for Multiple-DOF Prostheses From the Surface Electromyographic Signal.
. (2009). Ieee Transactions on Biomedical Engineering. Modeling of muscle motor unit innervation process correlation and common drive.
. (2006). Ieee Signal Processing Magazine. Myoelectric Control of Artificial Limbs-Is There a Need to Change Focus?.
. (2012). Identification of common synaptic inputs to motor neurons from the rectified electromyogram. The Journal of physiology, 591, 2403–2418. Blackwell Publishing Ltd.
. (2013). High-density EMG E-Textile systems for the control of active prostheses. In Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE (pp. 3591–3593). IEEE.
. (2010). Hierarchical Bayes based Adaptive Sparsity in Gaussian Mixture Model. Pattern Recognition Letters, 49, 238–247. North-Holland.
. (2014).