Heather E. Williams

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Convolutional Neural Networks

Cognitive States

Machine Learning

Transfer Learning

Top Venues

IEEE Trans. Biomed. Eng.

IEEE Signal Process. Mag.

Publications

Heather E. Williams, Jacqueline S. Hebert, Patrick M. Pilarski, Ahmed W. Shehata
A Case Series in Position-Aware Myoelectric Prosthesis Control Using Recurrent Convolutional Neural Network Classification with Transfer Learning. ICORR (2023)
Michael R. Dawson, Adam S. R. Parker, Heather E. Williams, Ahmed W. Shehata, Jacqueline S. Hebert, Craig S. Chapman, Patrick M. Pilarski
Joint Action is a Framework for Understanding Partnerships Between Humans and Upper Limb Prostheses. CoRR (2022)
Heather E. Williams, Johannes Günther, Jacqueline S. Hebert, Patrick M. Pilarski, Ahmed W. Shehata
Composite Recurrent Convolutional Neural Networks Offer a Position-Aware Prosthesis Control Alternative While Balancing Predictive Accuracy with Training Burden. ICORR (2022)
Heather E. Williams, Ahmed W. Shehata, Michael R. Dawson, Erik J. Scheme, Jacqueline S. Hebert, Patrick M. Pilarski
Recurrent Convolutional Neural Networks as an Approach to Position-Aware Myoelectric Prosthesis Control. IEEE Trans. Biomed. Eng. 69 (7) (2022)
Ahmed W. Shehata, Heather E. Williams, Jacqueline S. Hebert, Patrick M. Pilarski
Machine Learning for the Control of Prosthetic Arms: Using Electromyographic Signals for Improved Performance. IEEE Signal Process. Mag. 38 (4) (2021)
Paul D. Marasco, Jacqueline S. Hebert, Jonathon W. Sensinger, Dylan Beckler, Zachary C. Thumser, Ahmed W. Shehata, Heather E. Williams, Kathleen R. Wilson
Neurorobotic fusion of prosthetic touch, kinesthesia, and movement in bionic upper limbs promotes intrinsic brain behaviors. Sci. Robotics 6 (58) (2021)
Heather E. Williams, Quinn A. Boser, Patrick M. Pilarski, Craig S. Chapman, Albert H. Vette, Jacqueline S. Hebert
Hand Function Kinematics when using a Simulated Myoelectric Prosthesis. ICORR (2019)