Optimal input selection for neural machine interfaces predicting multiple non-explicit outputs

This study implemented a novel algorithm that optimally selects inputs for neural machine interface (NMI) devices intended to control multiple outputs and evaluated its performance on systems lacking explicit output. NMIs often incorporate signals from multiple physiological sources and provide pred...

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Veröffentlicht in:	2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2008-01, Vol.2008, p.1013-1016
Hauptverfasser:	Krepkovich, Eileen T., Perreault, Eric J.
Format:	Artikel
Sprache:	eng
Schlagworte:	Action Potentials - physiology Algorithms Artificial Intelligence Electromyography - methods Muscle Contraction - physiology Muscle, Skeletal - physiology Pattern Recognition, Automated - methods Reproducibility of Results Sensitivity and Specificity User-Computer Interface
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