Elena M. Gutierrez-Farewik

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Multilayer Perceptron

Gaussian Process

Wearable Sensors

Top Venues

Frontiers Neurorobotics

IEEE J. Biomed. Health Informatics

Publications

Longbin Zhang, Xiaochen Zhang, Xueyu Zhu, Ruoli Wang, Elena M. Gutierrez-Farewik
Knee Joint Torque Prediction with Uncertainties by a Neuromusculoskeletal Solver-informed Gaussian Process Model. ICARM (2023)
Yi-Xing Liu, Zhao-Yuan Wan, Ruoli Wang, Elena M. Gutierrez-Farewik
A Method of Detecting Human Movement Intentions in Real Environments. ICORR (2023)
Binbin Su, Elena M. Gutierrez-Farewik
Simulating human walking: a model-based reinforcement learning approach with musculoskeletal modeling. Frontiers Neurorobotics 17 (2023)
Yi-Xing Liu, Elena M. Gutierrez-Farewik
Joint Kinematics, Kinetics and Muscle Synergy Patterns During Transitions Between Locomotion Modes. IEEE Trans. Biomed. Eng. 70 (3) (2023)
Longbin Zhang, Xueyu Zhu, Elena M. Gutierrez-Farewik, Ruoli Wang
Ankle Joint Torque Prediction Using an NMS Solver Informed-ANN Model and Transfer Learning. IEEE J. Biomed. Health Informatics 26 (12) (2022)
Yi-Xing Liu, Elena M. Gutierrez-Farewik
Muscle synergies enable accurate joint moment prediction using few electromyography sensors. IROS (2021)
Binbin Su, Yi-Xing Liu, Elena M. Gutierrez-Farewik
Locomotion Mode Transition Prediction Based on Gait-Event Identification Using Wearable Sensors and Multilayer Perceptrons. Sensors 21 (22) (2021)