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Principal Components of Natural Images: An Analytical Solution
1993Abstract : The structure of receptive fields in the visual cortex is believed to be shaped by unsupervised learning. A simple variant of unsupervised learning is the extraction of principal components. In this paper, we derived analytically the form of the principal components of natural images.
Harel Shouval, Yong Liu
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Principal Species and pH in Acid-Base Solutions
Journal of Chemical Education, 2002Web page that allows one to determine the concentrations of principal species in a variety of solutions or mixtures of solutions; also allows a virtual titration.
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Better Solutions Needed to Reduce Suicides Among Patients With Cancer
Ca-A Cancer Journal for Clinicians, 2023Mike Fillon
exaly
Uniqueness of Solutions to Principal-Agent Problems
2023Jeroen Swinkels, Hector Chade
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Exact Solutions for Recursive Principal Components Analysis of Sequences and Trees
2006We show how a family of exact solutions to the Recursive Principal Components Analysis learning problem can be computed for sequences and tree structured inputs. These solutions are derived from eigenanalysis of extended vectorial representations of the input structures and substructures.
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Geometry-Based Camera Calibration Using Closed-Form Solution of Principal Line
IEEE Transactions on Image Processing, 2021Tai-An Chen, Jen-Hui Chuang
exaly

