Publications by authors named "Dylan Wallace"

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Toward Natural Limb Function: A New Era in Prosthetic Innovation.
Yucheng Tian, Dylan M Wallace, Paul S Cederna, Cynthia A Chestek, Stephen W P Kemp

Ann Neurol· November 2025

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Regenerative Peripheral Nerve Interfaces (RPNIs) Improve Functional Outcomes and Intuitive Control of a Prosthetic Wrist and Multi-Grip Hand.
Mira E Mutnick, Dylan M Wallace, Ziyad B Emara, Grace H Li, Sara D Isgro

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Investigating the benefits of artificial neural networks over linear approaches to BMI decoding.
Hisham Temmar, Matthew S Willsey, Joseph T Costello, Matthew J Mender, Luis Hernan Cubillos, Dylan M Wallace

J Neural Eng· June 2025

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A Robust Neuromuscular Interface to Restore Lost Function in People with Amputations.
Alex Vaskov, Dylan Wallace, Karan Desai, Ann Laidlaw, Theodore Kung

Res Sq· May 2025

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Functional Electrical Stimulation and Brain-Machine Interfaces for Simultaneous Control of Wrist and Finger Flexion.
Matthew J Mender, Ayobami L Ward, Luis H Cubillos, Madison M Kelberman, Joseph T Costello, Dylan M Wallace

bioRxiv· August 2024

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Artificial neural network for brain-machine interface consistently produces more naturalistic finger movements than linear methods.
Hisham Temmar, Matthew S Willsey, Joseph T Costello, Matthew J Mender, Luis H Cubillos, Dylan M Wallace

bioRxiv· March 2024

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Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces.
Luis H Cubillos, Guy Revach, Matthew J Mender, Joseph T Costello, Hisham Temmar, Dylan M Wallace

Adv Neural Inf Process Syst· January 2024

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Error detection and correction in intracortical brain-machine interfaces controlling two finger groups.
Dylan M Wallace, Miri Benyamini, Samuel R Nason-Tomaszewski, Joseph T Costello, Luis H Cubillos

J Neural Eng· August 2023

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The impact of task context on predicting finger movements in a brain-machine interface.
Matthew J Mender, Samuel R Nason-Tomaszewski, Hisham Temmar, Joseph T Costello, Dylan M Wallace

Elife· June 2023

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Balancing Memorization and Generalization in RNNs for High Performance Brain-Machine Interfaces.
Joseph T Costello, Hisham Temmar, Luis H Cubillos, Matthew J Mender, Dylan M Wallace

bioRxiv· May 2023

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Long-term upper-extremity prosthetic control using regenerative peripheral nerve interfaces and implanted EMG electrodes.
Philip P Vu, Alex K Vaskov, Christina Lee, Ritvik R Jillala, Dylan M Wallace

J Neural Eng· April 2023

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A low-power communication scheme for wireless, 1000 channel brain-machine interfaces.
Joseph T Costello, Samuel R Nason-Tomaszewski, Hyochan An, Jungho Lee, Matthew J Mender, Dylan M Wallace

J Neural Eng· June 2022

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