Publications by authors named "Patrick Pilarski"

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(Un)supervised (Co)adaptation via Incremental Learning for Myoelectric Control: Motivation, Review, and Future Directions.
Evan Campbell, Fabio Egle, Marius OsWald, Ulysse Cote-Allard, Patrick M Pilarski

IEEE Trans Neural Syst Rehabil Eng· September 2025

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Comparative Analysis of Temporal Difference Learning Methods to Learn General Value Functions of Lower-Limb Signals.
Sonny T Jones, Grange M Simpson, Wyatt M J Young, Kylee North, Patrick M Pilarski

IEEE Int Conf Rehabil Robot· May 2025

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Neural Network Sparsity in Brain-Body-Machine Interfaces.
Laura C Petrich, Samuel Neumann, Patrick M Pilarski, Alona Fyshe

IEEE Int Conf Rehabil Robot· May 2025

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Exploring the impact of myoelectric prosthesis controllers on visuomotor behavior.
Kodi Y Cheng, Heather E Williams, Ahmed W Shehata, Patrick M Pilarski, Craig S Chapman

J Neuroeng Rehabil· March 2025

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A performance evaluation of commercially available and 3D-printable prosthetic hands: a comparison using the anthropomorphic hand assessment protocol.
Joshua R Siegel, Jedidiah K Harwood, Annette C Lau, Dylan J A Brenneis, Michael R Dawson, Patrick M Pilarski

BMC Biomed Eng· December 2024

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A multifaceted suite of metrics for comparative myoelectric prosthesis controller research.
Heather E Williams, Ahmed W Shehata, Kodi Y Cheng, Jacqueline S Hebert, Patrick M Pilarski

PLoS One· May 2024

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Generating accurate 3D gaze vectors using synchronized eye tracking and motion capture.
Scott A Stone, Quinn A Boser, T Riley Dawson, Albert H Vette, Jacqueline S Hebert, Patrick M Pilarski

Behav Res Methods· January 2024

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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

IEEE Int Conf Rehabil Robot· September 2023

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What's a good prediction? Challenges in evaluating an agent's knowledge.
Alex Kearney, Anna J Koop, Patrick M Pilarski

Adapt Behav· June 2023

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Communicative capital: a key resource for human-machine shared agency and collaborative capacity.
Kory W Mathewson, Adam S R Parker, Craig Sherstan, Ann L Edwards, Richard S Sutton, Patrick M Pilarski

Neural Comput Appl· November 2022

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Recurrent Convolutional Neural Networks as an Approach to Position-Aware Myoelectric Prosthesis Control.
Heather Williams, Ahmed W Shehata, Michael Dawson, Erik Scheme, Jacqueline Hebert, Patrick Pilarski

IEEE Trans Biomed Eng· July 2022

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Machine-learned Adaptive Switching in Voluntary Lower-limb Exoskeleton Control: Preliminary Results.
Pouria Faridi, Javad K Mehr, Don Wilson, Mojtaba Sharifi, Mahdi Tavakoli, Patrick M Pilarski

IEEE Int Conf Rehabil Robot· July 2022

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

IEEE Int Conf Rehabil Robot· July 2022

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Prediction, Knowledge, and Explainability: Examining the Use of General Value Functions in Machine Knowledge.
Alex Kearney, Johannes Günther, Patrick M Pilarski

Front Artif Intell· March 2022

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Preliminary testing of eye gaze interfaces for controlling a haptic system intended to support play in children with physical impairments: Attentive versus explicit interfaces.
Javier L Castellanos-Cruz, María F Gómez-Medina, Mahdi Tavakoli, Patrick Pilarski, Kim D Adams

J Rehabil Assist Technol Eng· February 2022

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Comparison of a Miniaturized Cassette PCR System with a Commercially Available Platform for Detecting in Beef Carcass Swabs.
Dammika P Manage, Jana Lauzon, Linda M Pilarski, Patrick M Pilarski, Lynn M McMullen

Micromachines (Basel)· August 2021

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Myoelectric prosthesis users and non-disabled individuals wearing a simulated prosthesis exhibit similar compensatory movement strategies.
Heather E Williams, Craig S Chapman, Patrick M Pilarski, Albert H Vette, Jacqueline S Hebert

J Neuroeng Rehabil· May 2021

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Embodied Cooperation to Promote Forgiving Interactions With Autonomous Machines.
Jonathon S Schofield, Marcus A Battraw, Adam S R Parker, Patrick M Pilarski, Jonathon W Sensinger

Front Neurorobot· April 2021

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Interpretable PID parameter tuning for control engineering using general dynamic neural networks: An extensive comparison.
Johannes Günther, Elias Reichensdörfer, Patrick M Pilarski, Klaus Diepold

PLoS One· January 2021

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Gaze and Movement Assessment (GaMA): Inter-site validation of a visuomotor upper limb functional protocol.
Heather E Williams, Craig S Chapman, Patrick M Pilarski, Albert H Vette, Jacqueline S Hebert

PLoS One· March 2020

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Examining the Use of Temporal-Difference Incremental Delta-Bar-Delta for Real-World Predictive Knowledge Architectures.
Johannes Günther, Nadia M Ady, Alex Kearney, Michael R Dawson, Patrick M Pilarski

Front Robot AI· March 2020

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Compensatory strategies of body-powered prosthesis users reveal primary reliance on trunk motion and relation to skill level.
Aïda M Valevicius, Quinn A Boser, Craig S Chapman, Patrick M Pilarski, Albert H Vette

Clin Biomech (Bristol)· February 2020

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Quantitative Eye Gaze and Movement Differences in Visuomotor Adaptations to Varying Task Demands Among Upper-Extremity Prosthesis Users.
Jacqueline S Hebert, Quinn A Boser, Aïda M Valevicius, Hiroki Tanikawa, Ewen B Lavoie, Patrick M Pilarski

JAMA Netw Open· September 2019

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The Effect of an Automatically Levelling Wrist Control System.
Dylan J A Brenneis, Michael R Dawson, Hiroki Tanikawa, Jacqueline S Hebert, Jason P Carey, Patrick M Pilarski

IEEE Int Conf Rehabil Robot· June 2019

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Exploring the Impact of Machine-Learned Predictions on Feedback from an Artificial Limb.
Adam S R Parker, Ann L Edwards, Patrick M Pilarski

IEEE Int Conf Rehabil Robot· June 2019

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