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Soft-margin classification of object manifolds

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0 Published in 2022 at "Physical review. E"

DOI: 10.1103/physreve.106.024126

Abstract: A neural population responding to multiple appearances of a single object defines a manifold in the neural response space. The ability to classify such manifolds is of interest, as object recognition and other computational tasks… read more here.

Keywords: margin classifiers; classification; classification object; margin ... See more keywords

Azimuth Estimation for Sectorized Base Station With Improved Soft-Margin Classification

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0 Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.2996417

Abstract: Sector antenna azimuth plays an important role in the operation and maintenance of mobile networks. It is adjusted frequently so as to guarantee the high quality of coverage and low interference among neighboring cells. As… read more here.

Keywords: estimation; azimuth estimation; soft margin; base station ... See more keywords

A Novel Soft Margin Loss Function for Deep Discriminative Embedding Learning

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1 Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.3036185

Abstract: Deep embedding learning aims to learn discriminative feature representations through a deep convolutional neural network model. Commonly, such a model contains a network architecture and a loss function. The architecture is responsible for hierarchical feature… read more here.

Keywords: loss; soft margin; class; loss function ... See more keywords