Nonparametric Bayesian Prior Inducing Deep Network for Automatic Detection of Cognitive Status
IEEE Transactions on Cybernetics(2021)
摘要
Pilots’ brain fatigue status recognition faces two important issues. They are how to extract brain cognitive features and how to identify these fatigue characteristics. In this article, a gamma deep belief network is proposed to extract multilayer deep representations of high-dimensional cognitive data. The Dirichlet distributed connection weight vector is upsampled layer by layer in each iteratio...
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关键词
Fatigue,Electroencephalography,Rhythm,Bayes methods,Brain modeling,Cognition,Gamma distribution
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