Prompt recognition of brain states by their EEG signals

B.O. Peters; G. Pfurtscheller; H. Flyvbjerg

Prompt recognition of brain states by their EEG signals

B.O. Peters, G. Pfurtscheller, H. Flyvbjerg

Research output: Contribution to journal › Journal article › Research

Abstract

Brain states corresponding to intention of movement of left and right index finger and right foot are classified by a ''committee'' of artificial neural networks processing individual channels of 56-electrode electroencephalograms (EEGs). Correct recognition is achieved in 83% of cases not previously seen by the system on the basis of 1 sec long EEGs.

Original language	English
Journal	Theory in Biosciences
Volume	116
Issue number	3
Pages (from-to)	290-301
ISSN	1431-7613
Publication status	Published - 1997

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title = "Prompt recognition of brain states by their EEG signals",

abstract = "Brain states corresponding to intention of movement of left and right index finger and right foot are classified by a ''committee'' of artificial neural networks processing individual channels of 56-electrode electroencephalograms (EEGs). Correct recognition is achieved in 83% of cases not previously seen by the system on the basis of 1 sec long EEGs. ",

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AU - Peters, B.O.

AU - Pfurtscheller, G.

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AB - Brain states corresponding to intention of movement of left and right index finger and right foot are classified by a ''committee'' of artificial neural networks processing individual channels of 56-electrode electroencephalograms (EEGs). Correct recognition is achieved in 83% of cases not previously seen by the system on the basis of 1 sec long EEGs.

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M3 - Journal article

SN - 1431-7613

VL - 116

SP - 290

EP - 301

JO - Theory in Biosciences

JF - Theory in Biosciences

IS - 3

ER -

Prompt recognition of brain states by their EEG signals

Abstract

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