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David M. Brandman
Researcher at Dalhousie University
Publications - 22
Citations - 518
David M. Brandman is an academic researcher from Dalhousie University. The author has contributed to research in topics: Neural decoding & Discriminative model. The author has an hindex of 9, co-authored 20 publications receiving 291 citations. Previous affiliations of David M. Brandman include Halifax & Brown University.
Papers
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Journal ArticleDOI
Rapid calibration of an intracortical brain-computer interface for people with tetraplegia
David M. Brandman,David M. Brandman,Tommy Hosman,Jad Saab,Jad Saab,Michael C. Burkhart,Benjamin E. Shanahan,John G. Ciancibello,Anish A. Sarma,Anish A. Sarma,Daniel Milstein,Carlos E. Vargas-Irwin,Brian Franco,Jessica N. Kelemen,Christine H Blabe,Brian A Murphy,Brian A Murphy,Daniel R. Young,Daniel R. Young,Francis R. Willett,Francis R. Willett,Chethan Pandarinath,Chethan Pandarinath,Sergey D. Stavisky,Robert F. Kirsch,Benjamin L. Walter,Benjamin L. Walter,A Bolu Ajiboye,A Bolu Ajiboye,Sydney S. Cash,Emad N. Eskandar,Jonathan P. Miller,Jonathan P. Miller,Jennifer A. Sweet,Jennifer A. Sweet,Krishna V. Shenoy,Jaimie M. Henderson,Beata Jarosiewicz,Beata Jarosiewicz,Matthew T. Harrison,John D. Simeral,John D. Simeral,Leigh R. Hochberg +42 more
TL;DR: The results demonstrate the potential for an intracortical BCI to be used immediately after deployment by people with paralysis, without the need for user learning or extensive system calibration.
Journal ArticleDOI
Review: Human Intracortical Recording and Neural Decoding for Brain–Computer Interfaces
TL;DR: In this review, recent advances in intracortical BCI technology are described and potential directions for further research are provided.
Journal ArticleDOI
Home Use of a Percutaneous Wireless Intracortical Brain-Computer Interface by Individuals With Tetraplegia
John D. Simeral,Thomas Hosman,Jad Saab,Sharlene N Flesher,Marco Vilela,Brian Franco,Jessica N. Kelemen,David M. Brandman,John G. Ciancibello,Paymon Rezaii,Emad N. Eskandar,David M. Rosler,Krishna V. Shenoy,Jaimie M. Henderson,Arto V. Nurmikko,Leigh R. Hochberg +15 more
TL;DR: In this paper, the authors demonstrate the first human use of a wireless broadband brain-computer interface (iBCI) in the presence of tetraplegia and demonstrate on-screen item selection tasks to assess iBCI enabled cursor control.
Journal ArticleDOI
Optimization of the mean arterial pressure and timing of surgical decompression in traumatic spinal cord injury: a retrospective study
TL;DR: It is demonstrated that there may be improved neurologic outcomes in patients with SCI who undergo early surgical decompression and maintenance of MAP ⩾85 mm Hg for 5 consecutive days post-SCI, independent of early surgery or the severity of SCI.
Proceedings ArticleDOI
BCI decoder performance comparison of an LSTM recurrent neural network and a Kalman filter in retrospective simulation
Tommy Hosman,Marco Vilela,Daniel Milstein,Jessica N. Kelemen,David M. Brandman,Leigh R. Hochberg,John D. Simeral +6 more
TL;DR: In this article, a nonlinear recurrent neural network (RNN) was used to decode the intended cursor velocity from human motor cortical signals using a long short term memory (LSTM) RNN trained across multiple days of multielectrode recordings.