Extraction algorithms for cortical control of arm prosthetics

Andrew B. Schwartz; Dawn M. Taylor; Stephen Helms Tillery

doi:10.1016/S0959-4388(01)00272-0

Extraction algorithms for cortical control of arm prosthetics

Andrew B. Schwartz, Dawn M. Taylor, Stephen Helms Tillery

Research output: Contribution to journal › Review article › peer-review

116 Scopus citations

Abstract

Now that recordings of multiple, individual action potentials are being made with chronic electrodes, it seems that previous work showing simple encoding of movement parameters in these spike trains can be used as a real-time control signal for prosthetic arms. Efficient extraction algorithms can compensate for the limited ensemble sample acquired with this emerging technology.

Original language	English (US)
Pages (from-to)	701-708
Number of pages	8
Journal	Current Opinion in Neurobiology
Volume	11
Issue number	6
DOIs	https://doi.org/10.1016/S0959-4388(01)00272-0
State	Published - Dec 1 2001

ASJC Scopus subject areas

General Neuroscience

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10.1016/S0959-4388(01)00272-0

Cite this

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title = "Extraction algorithms for cortical control of arm prosthetics",

abstract = "Now that recordings of multiple, individual action potentials are being made with chronic electrodes, it seems that previous work showing simple encoding of movement parameters in these spike trains can be used as a real-time control signal for prosthetic arms. Efficient extraction algorithms can compensate for the limited ensemble sample acquired with this emerging technology.",

author = "Schwartz, {Andrew B.} and Taylor, {Dawn M.} and {Helms Tillery}, Stephen",

note = "Funding Information: Our work is supported by the Neurosciences Research Foundation and an NIH contract (N01-NS-9-2321). ",

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AU - Schwartz, Andrew B.

AU - Taylor, Dawn M.

AU - Helms Tillery, Stephen

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PY - 2001/12/1

Y1 - 2001/12/1

N2 - Now that recordings of multiple, individual action potentials are being made with chronic electrodes, it seems that previous work showing simple encoding of movement parameters in these spike trains can be used as a real-time control signal for prosthetic arms. Efficient extraction algorithms can compensate for the limited ensemble sample acquired with this emerging technology.

AB - Now that recordings of multiple, individual action potentials are being made with chronic electrodes, it seems that previous work showing simple encoding of movement parameters in these spike trains can be used as a real-time control signal for prosthetic arms. Efficient extraction algorithms can compensate for the limited ensemble sample acquired with this emerging technology.

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Extraction algorithms for cortical control of arm prosthetics

Abstract

ASJC Scopus subject areas

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