Unscented Kalman Filter for Brain-Machine Interfaces
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DOI: 10.1371/journal.pone.0006243
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- Johan Wessberg & Christopher R. Stambaugh & Jerald D. Kralik & Pamela D. Beck & Mark Laubach & John K. Chapin & Jung Kim & S. James Biggs & Mandayam A. Srinivasan & Miguel A. L. Nicolelis, 2000. "Real-time prediction of hand trajectory by ensembles of cortical neurons in primates," Nature, Nature, vol. 408(6810), pages 361-365, November.
- Miguel A. L. Nicolelis, 2001. "Actions from thoughts," Nature, Nature, vol. 409(6818), pages 403-407, January.
- Mijail D. Serruya & Nicholas G. Hatsopoulos & Liam Paninski & Matthew R. Fellows & John P. Donoghue, 2002. "Instant neural control of a movement signal," Nature, Nature, vol. 416(6877), pages 141-142, March.
- Meel Velliste & Sagi Perel & M. Chance Spalding & Andrew S. Whitford & Andrew B. Schwartz, 2008. "Cortical control of a prosthetic arm for self-feeding," Nature, Nature, vol. 453(7198), pages 1098-1101, June.
- Leigh R. Hochberg & Mijail D. Serruya & Gerhard M. Friehs & Jon A. Mukand & Maryam Saleh & Abraham H. Caplan & Almut Branner & David Chen & Richard D. Penn & John P. Donoghue, 2006. "Neuronal ensemble control of prosthetic devices by a human with tetraplegia," Nature, Nature, vol. 442(7099), pages 164-171, July.
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- Ahn, Sungyong, 2016. "Becoming a network beyond boundaries: Brain-Machine Interfaces (BMIs) as the actor-networks after the internet of things," Technology in Society, Elsevier, vol. 47(C), pages 49-59.
- Wu Zhu & Jian-an Fang & Yang Tang & Wenbing Zhang & Wei Du, 2012. "Digital IIR Filters Design Using Differential Evolution Algorithm with a Controllable Probabilistic Population Size," PLOS ONE, Public Library of Science, vol. 7(7), pages 1-9, July.
- Rodina, L. & Harris, L. & Ziervogel, G. & Wilson, J., 2024. "Resilience counter-currents: Water infrastructures, informality, and inequities in Cape Town, South Africa," World Development, Elsevier, vol. 180(C).
- Andrey Eliseyev & Tetiana Aksenova, 2016. "Penalized Multi-Way Partial Least Squares for Smooth Trajectory Decoding from Electrocorticographic (ECoG) Recording," PLOS ONE, Public Library of Science, vol. 11(5), pages 1-19, May.
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