Abstract:
:Electroencephalogram (EEG) data is an effective indicator to evaluate driver fatigue. The 16 channels of EEG data are collected and transformed into three bands (θ, α, and β) in the current paper. First, 12 types of energy parameters are computed based on the EEG data. Then, Grey Relational Analysis (GRA) is introduced to identify the optimal indicator of driver fatigue, after which, the number of significant electrodes is reduced using Kernel Principle Component Analysis (KPCA). Finally, the evaluation model for driver fatigue is established with the regression equation based on the EEG data from two significant electrodes (Fp1 and O1). The experimental results verify that the model is effective in evaluating driver fatigue.
journal_name
Neurosci Lettjournal_title
Neuroscience lettersauthors
Li W,He QC,Fan XM,Fei ZMdoi
10.1016/j.neulet.2011.11.014subject
Has Abstractpub_date
2012-01-11 00:00:00pages
235-9issue
2eissn
0304-3940issn
1872-7972pii
S0304-3940(11)01536-9journal_volume
506pub_type
杂志文章abstract::The light microscopic localization of gamma-aminobutyric acidB (GABAB) receptors in the rat brain has been accomplished using in vitro autoradiography with [3H]baclofen as a ligand. Initial biochemical studies indicated this compound specifically bound to slide-mounted tissue sections with high affinity in a saturable...
journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/0304-3940(85)90126-0
更新日期:1985-05-14 00:00:00
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journal_title:Neuroscience letters
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journal_title:Neuroscience letters
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journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/j.neulet.2004.10.053
更新日期:2005-02-21 00:00:00
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journal_title:Neuroscience letters
pub_type: 杂志文章,评审
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更新日期:2019-02-16 00:00:00
abstract::Incubation of C6 astrocytoma cells with bacterial endotoxin (lipopolysaccharide; LPS) plus interferon-gamma (IFN-gamma), or with a combination of cytokines (TNF-alpha, IL1-beta, and IFN-gamma) leads to high levels of inducible nitric oxide synthase (iNOS) expression. Previous results demonstrated a requirement for tyr...
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pub_type: 杂志文章
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journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/0304-3940(83)90089-7
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journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/s0304-3940(02)01401-5
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journal_title:Neuroscience letters
pub_type: 杂志文章
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journal_title:Neuroscience letters
pub_type: 杂志文章
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journal_title:Neuroscience letters
pub_type: 杂志文章
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journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/j.neulet.2006.01.010
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journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/j.neulet.2006.09.014
更新日期:2007-02-27 00:00:00
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journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/j.neulet.2006.02.002
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journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/j.neulet.2006.09.068
更新日期:2007-01-16 00:00:00
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journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/0304-3940(93)90531-o
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journal_title:Neuroscience letters
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journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/0304-3940(88)90532-0
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journal_title:Neuroscience letters
pub_type: 杂志文章
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journal_title:Neuroscience letters
pub_type: 杂志文章
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journal_title:Neuroscience letters
pub_type: 杂志文章
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journal_title:Neuroscience letters
pub_type: 杂志文章
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journal_title:Neuroscience letters
pub_type: 临床试验,杂志文章,随机对照试验
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journal_title:Neuroscience letters
pub_type: 杂志文章
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journal_title:Neuroscience letters
pub_type: 杂志文章
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更新日期:2002-07-26 00:00:00
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journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/0304-3940(95)11661-f
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journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/s0304-3940(98)00223-7
更新日期:1998-04-17 00:00:00
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journal_title:Neuroscience letters
pub_type: 杂志文章
doi:10.1016/0304-3940(83)90093-9
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