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Hisham Temmar
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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
MS Willsey, SR Nason-Tomaszewski, SR Ensel, H Temmar, MJ Mender, ...
Nature Communications 13 (1), 6899, 2022
552022
Functional MRI signal complexity analysis using sample entropy
M Nezafati, H Temmar, SD Keilholz
Frontiers in neuroscience 14, 700, 2020
442020
A low-power communication scheme for wireless, 1000 channel brain–machine interfaces
JT Costello, SR Nason-Tomaszewski, H An, J Lee, MJ Mender, H Temmar, ...
Journal of Neural Engineering 19 (3), 036037, 2022
152022
Balancing memorization and generalization in RNNs for high performance brain-machine interfaces
J Costello, H Temmar, L Cubillos, M Mender, D Wallace, M Willsey, P Patil, ...
Advances in Neural Information Processing Systems 36, 2024
62024
Artificial neural network for brain-machine interface consistently produces more naturalistic finger movements than linear methods
H Temmar, MS Willsey, JT Costello, MJ Mender, LH Cubillos, JLW Lam, ...
bioRxiv, 2024.03. 01.583000, 2024
32024
The impact of task context on predicting finger movements in a brain-machine interface
MJ Mender, SR Nason-Tomaszewski, H Temmar, JT Costello, ...
Elife 12, e82598, 2023
22023
Error detection and correction in intracortical brain–machine interfaces controlling two finger groups
DM Wallace, M Benyamini, SR Nason-Tomaszewski, JT Costello, ...
Journal of Neural Engineering 20 (4), 046037, 2023
2023
206 Real-Time, High-Velocity Prosthetic Finger Movements Using Brain-Machine Interfaces with Biomimetic Artificial Neural Networks
M Willsey, S Nason, S Ensel, H Temmar, M Mender, J Costello, PG Patil, ...
Neurosurgery 68 (Supplement_1), 63, 2022
2022
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