منابع مشابه
Information theory and Visual Plasticity
The relevance of information theory to neural networks has become more apparent in recent years. This theory has become important in analysing and understanding the nature of the neuronal code that is relayed between cortical layers and the nature of the learning goals that guide neuronal learning and synaptic modification. The rapid advance in recent years of single and multiple electrode reco...
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متن کاملAn information theory analysis of visual complexity and dissimilarity.
The subjective complexity of a computer-generated bitmap image can be measured by magnitude estimation scaling, and its objective complexity can be measured by its compressed file size. There is a high correlation between these measures of subjective and objective complexity over a large set of marine electronic chart and radar images. The subjective dissimilarity of a pair of bitmap images can...
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A novel image operator is proposed for the purpose of predicting the focus of visual attention in arbitrary natural scenes based on local statistics. The proposed method is based on the hypothetical premise that attention proceeds by way of sampling a scene in a manner that maximizes the information acquired from the scene. A tractable means of computing the joint likelihood of local statistics...
متن کاملDetects and collinearity in regression model using information theory
In this paper, collinearity in regression models is introduced and then the procedures on how to " remove it" are studied. Moreover preliminary definitions have been given. And the end of this paper, collinearity in regression model will be recognition and a solution will be introduced for remove it.
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ژورنال
عنوان ژورنال: Journal of Vision
سال: 2010
ISSN: 1534-7362
DOI: 10.1167/6.6.563