Continuous estimation of finger joint angles using muscle activation inputs from surface EMG signals. - Jimson Ngeo; Tomoya Tamei; Tomohiro Shibata (EMBC, 2012)

Control of an optimal finger exoskeleton based on continuous joint angle estimation from EMG signals. - Jimson Ngeo; Tomoya Tamei; Tomohiro Shibata; M. J. Felix Orlando; Laxmidhar Behera; Anupam Saxena; Ashish Dutta (EMBC, 2013)

Estimation of continuous multi-DOF finger joint kinematics from surface EMG using a multi-output Gaussian Process. - Jimson Ngeo; Tomoya Tamei; Tomohiro Shibata (EMBC, 2014)

Modeling dynamic high-DOF finger postures from surface EMG using nonlinear synergies in latent space representation. - Jimson Ngeo; Tomoya Tamei; Kazushi Ikeda; Tomohiro Shibata (EMBC, 2015)

Cloth dynamics modeling in latent spaces and its application to robotic clothing assistance. - Nishanth Koganti; Jimson Gelbolingo Ngeo; Tomoya Tamei; Kazushi Ikeda; Tomohiro Shibata (IROS, 2015)

Extraction of Nonlinear Synergies for Proportional and Simultaneous Estimation of Finger Kinematics. - Sanjay Kumar Dwivedi; Jimson Ngeo; Tomohiro Shibata (IEEE Trans. Biomed. Eng., 2020)

Dataset of Surface Electromyographic (sEMG) Signals and Finger Kinematics. - Sanjay Kumar Dwivedi; Jimson Ngeo; Tomohiro Shibata (IEEE DataPort, 2020)