Publications by authors named "Matthew Willsey"

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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

J Neural Eng· June 2025

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Multinuclear thalamic targeting with human stereotactic electroencephalography: surgical technique and nuances.
Ryan M Jamiolkowski, Anjali Datta, Matthew S Willsey, Josef Parvizi, Vivek P Buch

J Neurosurg· April 2025

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Exploring Synergies in Brain-Machine Interfaces: Compression vs. Performance.
Luis H Cubillos, Madison M Kelberman, Matthew J Mender, Aren Hite, Hisham Temmar, Matthew Willsey

bioRxiv· February 2025

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A high-performance brain-computer interface for finger decoding and quadcopter game control in an individual with paralysis.
Matthew S Willsey, Nishal P Shah, Donald T Avansino, Nick V Hahn, Ryan M Jamiolkowski

Nat Med· January 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, Matthew S Willsey

bioRxiv· August 2024

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A flexible intracortical brain-computer interface for typing using finger movements.
Nishal P Shah, Matthew S Willsey, Nick Hahn, Foram Kamdar, Donald T Avansino

bioRxiv· April 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

bioRxiv· March 2024

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A real-time, high-performance brain-computer interface for finger decoding and quadcopter control.
Matthew S Willsey, Nishal P Shah, Donald T Avansino, Nick V Hahn, Ryan M Jamiolkowski

bioRxiv· February 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, Matthew S Willsey

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, Matthew S Willsey

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, Matthew S Willsey

Elife· June 2023

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Restoring continuous finger function with temporarily paralyzed nonhuman primates using brain-machine interfaces.
Samuel R Nason-Tomaszewski, Matthew J Mender, Eric Kennedy, Joris M Lambrecht, Kevin L Kilgore, Matthew S Willsey

J Neural Eng· May 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, Matthew S Willsey

bioRxiv· May 2023

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A brain-computer typing interface using finger movements.
Nishal P Shah, Matthew S Willsey, Nick Hahn, Foram Kamdar, Donald T Avansino

Int IEEE EMBS Conf Neural Eng· April 2023

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Real-time brain-machine interface in non-human primates achieves high-velocity prosthetic finger movements using a shallow feedforward neural network decoder.
Matthew S Willsey, Samuel R Nason-Tomaszewski, Scott R Ensel, Hisham Temmar, Matthew J Mender

Nat Commun· November 2022

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A Power-Efficient Brain-Machine Interface System With a Sub-mw Feature Extraction and Decoding ASIC Demonstrated in Nonhuman Primates.
Hyochan An, Samuel R Nason-Tomaszewski, Jongyup Lim, Kyumin Kwon, Matthew S Willsey

IEEE Trans Biomed Circuits Syst· June 2022

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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, Matthew S Willsey

J Neural Eng· June 2022

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Classifier Using Pontine Radial Diffusivity and Symptom Duration Accurately Predicts Recurrence of Trigeminal Neuralgia After Microvascular Decompression: A Pilot Study and Algorithm Description.
Matthew S Willsey, James M Mossner, Cynthia A Chestek, Oren Sagher, Parag G Patil

Neurosurgery· October 2021

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Real-time linear prediction of simultaneous and independent movements of two finger groups using an intracortical brain-machine interface.
Samuel R Nason, Matthew J Mender, Alex K Vaskov, Matthew S Willsey, Nishant Ganesh Kumar

Neuron· October 2021

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Neural Dynamics in Primate Cortex during Exposure to Subanesthetic Concentrations of Nitrous Oxide.
Matthew S Willsey, Chrono S Nu, Samuel R Nason, Karen E Schroeder, Brianna C Hutchison

eNeuro· August 2021

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Cervical 1-2 Posterior Instrumented Fusion Utilizing Computer-Assisted Navigation With Harvest of Rib Strut Autograft: 2-Dimensional Operative Video.
Timothy J Yee, Michael J Strong, Matthew S Willsey, Mark E Oppenlander

Oper Neurosurg· May 2021

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Stimulation of zona incerta selectively modulates pain in humans.
Charles W Lu, Daniel E Harper, Asra Askari, Matthew S Willsey, Philip P Vu

Sci Rep· April 2021

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Distinct perceptive pathways selected with tonic and bursting patterns of thalamic stimulation.
Matthew S Willsey, Charles W Lu, Sam R Nason, Karlo A Malaga, Scott F Lempka

Brain Stimul· March 2021

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Magnetic resonance imaging of human neural stem cells in rodent and primate brain.
Lisa M McGinley, Matthew S Willsey, Osama N Kashlan, Kevin S Chen, John M Hayes

Stem Cells Transl Med· January 2021

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A low-power band of neuronal spiking activity dominated by local single units improves the performance of brain-machine interfaces.
Samuel R Nason, Alex K Vaskov, Matthew S Willsey, Elissa J Welle, Hyochan An

Nat Biomed Eng· October 2020

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