A one-layer discrete-time projection neural network for support vector classification

This paper presents a one-layer discrete-time projection neural network described by difference equations for real-time support vector classification (SVC). The SVC is first formulated as a convex quadratic programming problem, and then a recurrent neural network with one-layer structure is designed...

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Bibliographic Details

Published in:	2014 International Joint Conference on Neural Networks (IJCNN) pp. 3143 - 3148
Main Authors:	Wei Zhang, Qingshan Liu
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2014
Subjects:	Educational institutions Optimization Recurrent neural networks Static VAr compensators Support vector machines Transient analysis
ISSN:	2161-4393
Online Access:	Get full text
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