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Real numbers and functions in the Kleene hierarchy and limits of recursive, rational functions
Let ƒ be a real number. It is well known [7] that the set of rational numbers which are less than ƒ is a recursive set if and only if ƒ is representable as the limit of a recursive, recursively convergent sequence of rational numbers.
Norman Shapiro
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Characterization of the Computable Real Numbers by Means of Primitive Recursive Functions
One usually defines the notion of a computable real number by using recursive functions. However, there is a simple way due to A. Mostowski to characterize the computable real numbers by using only primitive recursive functions.We prove Mostowski's result differently and apply it to get other simple characterizations of this kind.
Dimiter Skordev
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Range functions are an important tool for interval computations, and they can be employed for the problem of root isolation. In this paper, we first introduce two new classes of range functions for real functions. They are based on the remainder form by Cornelius and Lohner [7] and provide different improvements for the remainder part of this form.
Kai Hormann, Lucas Kania, Chee Yap
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Prediction of Recursive Real-Valued Functions from Finite Examples
In this paper, we investigate prediction of recursive real-valued functions from finite examples by extending the framework of inductive inference of recursive real-valued functions to be a more realistic one. First, we propose a finite prediction machine, which is a procedure that requests finite examples of a recursive real-valued function h and a ...
Eiju Hirowatari +2 more
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Computable Real‐Valued Functions on Recursive Open and Closed Subsets of Euclidean Space
AbstractIn this paper we study intrinsic notions of “computability” for open and closed subsets of Euclidean space. Here we combine together the two concepts, computability on abstract metric spaces and computability for continuous functions, and delineate the basic properties of computable open and closed sets. The paper concludes with a comprehensive
Qing Zhou
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Recursive Analysis Characterized as a Class of Real Recursive Functions
Recently, using a limit schema, we presented an analog and machine independent algebraic characterization of elementarily computable functions over the real numbers in the sense of recursive analysis. In a different and orthogonal work, we proposed a minimization schema that allows to provide a class of real recursive functions that corresponds to ...
Olivier Bournez, Emmanuel Hainry
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Unlike feedforward neural networks (FFNN) which can act as universal function approximators, recursive, or recurrent, neural networks can act as universal approximators for multi-valued functions. In this paper, a real time recursive backpropagation (RTRBP) algorithm in a vector matrix form is developed for a two-layer globally recursive neural ...
Peter Stubberud
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A model for computation over an arbitrary (ordered) ring R is presented. In this general setting, universal machines, partial recursive functions, and NP-complete problems are obtained. While the theory reflects of classical over Z (e.g. the computable functions are the recursive functions), it also reflects the special mathematical character of the ...
Lenore Blum, M. Shub, Stephen T. Smale
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Computability of Continuous and Discontinuous Real Recursive Functions
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Real-time and Recursive Estimators for Functional MRI Quality Assessment
Neuroinformatics, 2022Real-time quality assessment (rtQA) of functional magnetic resonance imaging (fMRI) based on blood oxygen level-dependent (BOLD) signal changes is critical for neuroimaging research and clinical applications. The losses of BOLD sensitivity because of different types of technical and physiological noise remain major sources of fMRI artifacts.
Nikita Davydov +7 more
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