Patrick M. Pilarski - Publications

(Un)supervised (Co)adaptation via Incremental Learning for Myoelectric Control: Motivation, Review, and Future Directions.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: August 25, 2025

Comparative Analysis of Temporal Difference Learning Methods to Learn General Value Functions of Lower-Limb Signals.

Journal: IEEE ... International Conference on Rehabilitation Robotics : [proceedings]

Published: July 11, 2025

Neural Network Sparsity in Brain-Body-Machine Interfaces.

Journal: IEEE ... International Conference on Rehabilitation Robotics : [proceedings]

Published: July 11, 2025

Exploring the impact of myoelectric prosthesis controllers on visuomotor behavior.

Journal: Journal of neuroengineering and rehabilitation

Published: November 06, 2024

A performance evaluation of commercially available and 3D-printable prosthetic hands: a comparison using the anthropomorphic hand assessment protocol.

Journal: BMC biomedical engineering

Published: March 14, 2024

A Case Series in Position-Aware Myoelectric Prosthesis Control Using Recurrent Convolutional Neural Network Classification with Transfer Learning.

Journal: IEEE ... International Conference on Rehabilitation Robotics : [proceedings]

Published: November 09, 2023

A multifaceted suite of metrics for comparative myoelectric prosthesis controller research.

Journal: PloS one

Published: August 24, 2023

What's a good prediction? Challenges in evaluating an agent's knowledge.

Journal: Adaptive behavior

Published: June 07, 2023

Composite Recurrent Convolutional Neural Networks Offer a Position-Aware Prosthesis Control Alternative While Balancing Predictive Accuracy with Training Burden.

Journal: IEEE ... International Conference on Rehabilitation Robotics : [proceedings]

Published: September 30, 2022

Machine-learned Adaptive Switching in Voluntary Lower-limb Exoskeleton Control: Preliminary Results.

Journal: IEEE ... International Conference on Rehabilitation Robotics : [proceedings]

Published: September 30, 2022

Generating accurate 3D gaze vectors using synchronized eye tracking and motion capture.

Journal: Behavior research methods

Published: August 15, 2022

Editorial: Robotics, Autonomous Systems and AI for Nonurgent/Nonemergent Healthcare Delivery During and After the COVID-19 Pandemic.

Journal: Frontiers in robotics and AI

Published: March 01, 2022