Results 11 to 20 of about 246,856 (163)
Optimal approximation using complex-valued neural networks [PDF]
, 2023 Complex-valued neural networks (CVNNs) have recently shown promising empirical success, for instance for increasing the stability of recurrent neural networks and for improving the performance in tasks with complex-valued inputs, such as in MRI ...
Voigtlaender, Felix, Geuchen, Paul
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Fully Complex-Valued Dendritic Neuron Model
, 2023 A single dendritic neuron model (DNM) that owns the nonlinear information processing ability of dendrites has been widely used for classification and prediction.
Wang, Jiahai +6 more
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The expressibility of functions on the Boolean domain, with applications to Counting CSPs [PDF]
, 2013 An important tool in the study of the complexity of Constraint Satisfaction Problems (CSPs) is the notion of a relational clone, which is the set of all relations expressible using primitive positive formulas over a particular set of base relations. Post'
Bulatov, AA +6 more
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A Complete Dichotomy for Complex-Valued Holant^c [PDF]
, 2018 Holant problems are a family of counting problems on graphs, parametrised by sets of complex-valued functions of Boolean inputs. Holant^c denotes a subfamily of those problems, where any function set considered must contain the two unary functions ...
Backens, Miriam K. +3 more
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Convex Analysis for Minimizing and Learning Submodular Set Functions [PDF]
, 2013 The connections between convexity and submodularity are explored, for purposes of minimizing and learning submodular set functions. First, we develop a novel method for minimizing a particular class of submodular functions, which can be expressed as a
Peter Stobbe, Stobbe, Peter
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Lebesgue's Convergence Theorem of Complex-Valued Function [PDF]
, 2009 In this article, we formalized Lebesgue’s Convergence theorem of complex-valued function. We proved Lebesgue’s Convergence Theorem of realvalued function using the theorem of extensional real-valued function.
Shidama, Yasunari +2 more
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Complex neutrosophic set [PDF]
, 2015 p>Complex fuzzy sets and complex intuitionistic fuzzy sets cannot handle imprecise, indeterminate, inconsistent, and incomplete information of periodic nature. To overcome this difficulty, we introduce complex neutrosophic set.
Florentin Smarandache, Mumtaz Ali
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Fractal Functions of Discontinuous Approximation [PDF]
, 2014 A procedure for the definition of discontinuous real functions is developed, based on a fractal methodology. For this purpose, a binary operation in the space of bounded functions on an interval is established.
M.A. Navascués
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Simultaneous approximation of a set of complex-valued functions in a normed vector space [PDF]
, 1980 We present a unifying characterisation theory for best simultaneous approximation of a set of complex-valued bounded functions on a compact topological space B in a normed vector space, by elements of a non-linear subset of C(B).
Freilich, J.H
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Global Efforts to Reduce Paediatric Cancer Care Disparities in Radiotherapy: A Decade Change
Pediatric Blood &Cancer, EarlyView.ABSTRACT Background We present an update on the status, needs and challenges faced by paediatric imaging and radiotherapy (RT) programmes globally after a previous survey conducted by the International Atomic Energy Agency (IAEA) 10 years prior. Methods We developed and distributed a 121‐question survey to radiation oncologists, medical physicists and ...
Raymond B. Mailhot Vega +10 more
wiley +1 more source