Publications by authors named "Hisham Temmar"

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

bioRxiv· February 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, Hisham Temmar

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

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

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, Hisham Temmar

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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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 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, Hisham Temmar

J Neural Eng· June 2022

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Functional MRI Signal Complexity Analysis Using Sample Entropy.
Maysam Nezafati, Hisham Temmar, Shella D Keilholz

Front Neurosci· July 2020

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