Hand Function Kinematics when using a Simulated Myoelectric Prosthesis. - Heather E. Williams; Quinn A. Boser; Patrick M. Pilarski; Craig S. Chapman; Albert H. Vette; Jacqueline S. Hebert (ICORR, 2019)

Neurorobotic fusion of prosthetic touch, kinesthesia, and movement in bionic upper limbs promotes intrinsic brain behaviors. - Paul D. Marasco; Jacqueline S. Hebert; Jonathon W. Sensinger; Dylan Beckler; Zachary C. Thumser; Ahmed W. Shehata; Heather E. Williams; Kathleen R. Wilson (Sci. Robotics, 2021)

Machine Learning for the Control of Prosthetic Arms: Using Electromyographic Signals for Improved Performance. - Ahmed W. Shehata; Heather E. Williams; Jacqueline S. Hebert; Patrick M. Pilarski (IEEE Signal Process. Mag., 2021)

Composite Recurrent Convolutional Neural Networks Offer a Position-Aware Prosthesis Control Alternative While Balancing Predictive Accuracy with Training Burden. - Heather E. Williams; Johannes Günther 002; Jacqueline S. Hebert; Patrick M. Pilarski; Ahmed W. Shehata (ICORR, 2022)

Recurrent Convolutional Neural Networks as an Approach to Position-Aware Myoelectric Prosthesis Control. - Heather E. Williams; Ahmed W. Shehata; Michael Rory Dawson; Erik J. Scheme; Jacqueline S. Hebert; Patrick M. Pilarski (IEEE Trans. Biomed. Eng., 2022)

A Case Series in Position-Aware Myoelectric Prosthesis Control Using Recurrent Convolutional Neural Network Classification with Transfer Learning. - Heather E. Williams; Jacqueline S. Hebert; Patrick M. Pilarski; Ahmed W. Shehata (ICORR, 2023)

Joint Action is a Framework for Understanding Partnerships Between Humans and Upper Limb Prostheses. - Michael Rory Dawson; Adam S. R. Parker; Heather E. Williams; Ahmed W. Shehata; Jacqueline S. Hebert; Craig S. Chapman; Patrick M. Pilarski (BioRob, 2024)

Efficient Multi-Positioned Training for Regression-Based Myoelectric Control: Exploring Transformer Models with Transfer Learning. - Shriram Tallam Puranam Raghu; Heather E. Williams; Erik J. Scheme (ICORR, 2025)

Experimental validation of a finite state controlled functional electrical stimulation walking system with real-time gait phase detection using a single wearable IMU sensor. - Hikaru Yokoyama; Koshi Shibagaki; Suzufumi Arai; Heather E. Williams; Albert H. Vette; Taishin Nomura; Matija Milosevic (Biomed. Signal Process. Control., 2025)