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Current Opinion in Neurobiology
Article . 2004 . Peer-reviewed
License: Elsevier TDM
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Article . 2004
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Selecting the signals for a brain–machine interface

Authors: Andersen, Richard A.; Musallam, Sam; Pesaran, Bijan;

Selecting the signals for a brain–machine interface

Abstract

Brain-machine interfaces are being developed to assist paralyzed patients by enabling them to operate machines with recordings of their own neural activity. Recent studies show that motor parameters, such as hand trajectory, and cognitive parameters, such as the goal and predicted value of an action, can be decoded from the recorded activity to provide control signals. Neural prosthetics that use simultaneously a variety of cognitive and motor signals can maximize the ability of patients to communicate and interact with the outside world. Although most studies have recorded electroencephalograms or spike activity, recent research shows that local field potentials (LFPs) offer a promising additional signal. The decode performances of LFPs and spike signals are comparable and, because LFP recordings are more long lasting, they might help to increase the lifetime of the prosthetics.

Country
United States
Related Organizations
Keywords

Neurons, 610, Action Potentials, Brain, Signal Processing, Computer-Assisted, Prostheses and Implants, Robotics, User-Computer Interface, Animals, Humans, Paralysis

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
283
Top 1%
Top 1%
Top 1%
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