With the rapid development of Deep Neural Networks (DNNs), various network models that show strong computing power and impressive expressive power are proposed. However, there is no comprehensive informational interpretation of DNNs from the perspective of information theory. Due to the nonlinear function and the uncertain number of layers and neural units used in the DNNs, the network structur...

Many widely-used approaches for assessing text difficulty provide a single prediction equation that is assumed to hold for texts belonging to a variety of different genres. This paper demonstrates that such models tend to overpredict the difficulty of informational texts while simultaneously underpredicting the difficulty of literary texts. Mechanisms that may account for these effects are exam...

The quantitative evaluation of order and complexity conforming with human intuitive perception has been at the core of computational notions of aesthetics. Informational theories of aesthetics have taken advantage of entropy in measuring order and complexity of stimuli in relation to their aesthetic value. However entropy fails to discriminate structurally different patterns in a 2D plane. This...

The increasing complexity, heterogeneity and dynamism of networks, systems and services have made our informational infrastructure unmanageable and insecure. The last events in the European telecom operator and IT landscapes showed inherent limits of current network and systems management architectures with respect to availability, resiliency and QoS. These difficulties may become even worse wh...

This paper is a continuation of my previous work on informational confidence. The main idea of this technique is to normalize confidence values from different sources in such a way that they match their informational content determined by their performance in an application domain. This reduces classifier combination to a simple integration of information. The proposed method has shown good res...

investigations concerning the higher level activities of the cerebellar cortex in regard to psychoneurosis have revealed quite different point of views as compared to early pioneers in this field such as freud. systematic approach to informational processing as one of the higher level functions of cerebellar cortex plays an influencial part of the genesis of psychoneurosis. there are some simil...

this paper examines the relationship between accounting conservatism and informational content of earnings using data of 167 firms listed on the tehran stock exchange during 2004-2013. accounting conservatism is measured based on khan and watts' (2009) model and feltham and ohlsson (1995) price model and easton and hariss (1991) return models were used to evaluate the informational content...

We present a construction of genuinely entangled multipartite quantum states based on the group theory. Analyzed resemble Dicke states, whereas interactions occur only between specific subsystems related by action selected group. The constructed this technique exhibit desired symmetry properties and form natural resource for less-symmetric informational tasks. propose circuits efficiently gener...