This work analyzes centered binary Restricted Boltzmann Machines (RBMs) and binary Deep Boltzmann Machines (DBMs), where centering is done by subtracting offset values from visible and hidden variables. We show analytically that (i) centering results in a different but equivalent parameterization for artificial neural networks in general, (ii) the expected performance of centered binary RBMs/DB...

In this paperwe comparepronoun resolution algorithmsand introduce a centering algorithm(LeftRightCentering) that adheres to the constraints and rules of centering theory and is an alternative to Brennan, Friedman, and Pollard’s (1987) algorithm. We then use the Left-Right Centering algorithm to see if two psycholinguistic claims on Cf-list ranking will actually improve pronoun resolution accura...

Abstract While contemporary scholarship seeks to include Indigenous Knowledge Systems (IKS) into epistemology, re-centre knowledge that has been placed in the periphery, Africa largely and South specifically, construction of African (AIK) shaped disability negative ways, hence exclusion persons with disabilities society. The article utilised a review literature as methodology explore ways which...

This article examines how the field of Indigenous studies can contribute to expanding way religious scholars think through question animal. It suggests that intellectual traditions, which often position animals as persons, relatives, knowledge holders, and treaty makers, prompt further reflection on fundamental questions what it means be a human animal member pluralistic cosmology beings. The c...

Centering was formulated as a model of the relationship between attentional state, the form of referring expressions, and the coherence of an utterance within a discourse segment (Grosz, Joshi and Weinstein, 1986; Grosz, Joshi and Weinstein, 1995). In this chapter, I argue that the restriction of centering to operating within a discourse segment should be abandoned in order to integrate centeri...

PURPOSE/OBJECTIVES To explore the feasibility of implementing centering prayer in chemotherapy treatment and assess its influence on mood, spiritual well-being, and quality of life in women with recurrent ovarian cancer. DESIGN Descriptive pilot study. SETTING Outpatient chemotherapy treatment suite in a large cancer center in the midwestern United States. SAMPLE A convenience sample of 1...

AIM The aim of this study was to compare canal transportation and centering ability of Twisted files (TF) and ProTaper (PT) files with conventional stainless steel (SS) K files. MATERIALS AND METHODS Thirty mandibular premolar teeth with root curvature of 25 to 35° were selected. The samples were randomly divided into three groups of 10 each according to the type of files used for instrumenta...

Centering was formulated as a model of the relationship between attentional state, the form of referring expressions, and the coherence of an utterance within a discourse segment (Grosz, Joshi and Weinstein, 1986; Grosz, Joshi and Weinstein, 1995). In this chapter, I argue that the restriction of centering to operating within a discourse segment should be abandoned in order to integrate centeri...

The cart centering problem is well known in the eld of evolutionary algorithms and has often been used as a proof of concept problem for techniques such as Genetic Programming. This paper describes the application of a grammar based, position independent encoding scheme, Chorus, to the problem. It is shown that using the traditional experimental setup employed to solve the problem, Chorus is ab...