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The impact of task context on predicting finger movements in a brain-machine interface.
Elife. 2023 Jun 7;12:e82598. doi: 10.7554/eLife.82598.
Elife. 2023.
PMID: 37284744
Free PMC article.
A low-power communication scheme for wireless, 1000 channel brain-machine interfaces.
Costello JT, Nason-Tomaszewski SR, An H, Lee J, Mender MJ, Temmar H, Wallace DM, Lim J, Willsey MS, Patil PG, Jang T, Phillips JD, Kim HS, Blaauw D, Chestek CA.
Costello JT, et al. Among authors: temmar h.
J Neural Eng. 2022 Jun 14;19(3). doi: 10.1088/1741-2552/ac7352.
J Neural Eng. 2022.
PMID: 35613546
Item in Clipboard
Real-time brain-machine interface in non-human primates achieves high-velocity prosthetic finger movements using a shallow feedforward neural network decoder.
Willsey MS, Nason-Tomaszewski SR, Ensel SR, Temmar H, Mender MJ, Costello JT, Patil PG, Chestek CA.
Willsey MS, et al. Among authors: temmar h.
Nat Commun. 2022 Nov 12;13(1):6899. doi: 10.1038/s41467-022-34452-w.
Nat Commun. 2022.
PMID: 36371498
Free PMC article.
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Error detection and correction in intracortical brain-machine interfaces controlling two finger groups.
Wallace DM, Benyamini M, Nason-Tomaszewski SR, Costello JT, Cubillos LH, Mender MJ, Temmar H, Willsey MS, Patil PG, Chestek CA, Zacksenhouse M.
Wallace DM, et al. Among authors: temmar h.
J Neural Eng. 2023 Aug 25;20(4):046037. doi: 10.1088/1741-2552/acef95.
J Neural Eng. 2023.
PMID: 37567222
Free PMC article.
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Functional MRI Signal Complexity Analysis Using Sample Entropy.
Nezafati M, Temmar H, Keilholz SD.
Nezafati M, et al. Among authors: temmar h.
Front Neurosci. 2020 Jul 2;14:700. doi: 10.3389/fnins.2020.00700. eCollection 2020.
Front Neurosci. 2020.
PMID: 32714141
Free PMC article.
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Artificial neural network for brain-machine interface consistently produces more naturalistic finger movements than linear methods.
Temmar H, Willsey MS, Costello JT, Mender MJ, Cubillos LH, Lam JL, Wallace DM, Kelberman MM, Patil PG, Chestek CA.
Temmar H, et al.
bioRxiv [Preprint]. 2024 Mar 5:2024.03.01.583000. doi: 10.1101/2024.03.01.583000.
bioRxiv. 2024.
PMID: 38496403
Free PMC article.
Preprint.
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Balancing Memorization and Generalization in RNNs for High Performance Brain-Machine Interfaces.
Costello JT, Temmar H, Cubillos LH, Mender MJ, Wallace DM, Willsey MS, Patil PG, Chestek CA.
Costello JT, et al. Among authors: temmar h.
bioRxiv [Preprint]. 2023 May 28:2023.05.28.542435. doi: 10.1101/2023.05.28.542435.
bioRxiv. 2023.
PMID: 37292755
Free PMC article.
Preprint.
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