Robust adaptive learning of feedforward neural networks via LMI optimizations
type: Item
instance of: scholarly article
title: Robust adaptive learning of feedforward neural networks via LMI optimizations
zbMATH Open document ID: 1245.93042
published in: Neural Networks
publication date: 2012-08-30T00:00:00Z
Mathematics Subject Classification ID: 93B35
Mathematics Subject Classification ID: 93C40
Mathematics Subject Classification ID: 92B20
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 6074449
zbMATH Keywords: feed-forward neural network (FNN)
zbMATH Keywords: robust learning
zbMATH Keywords: linear matrix inequality (LMI)
zbMATH Keywords: robust control approach
Wikidata QID: Q43479514
author: Xing Jian Jing
describes a project that uses: SGD-QN
MaRDI profile type: Publication
full work available at URL: j.neunet.2012.03.003
OpenAlex ID: W2041368931
cites work: SGD-QN: careful quasi-Newton stochastic gradient descent
cites work: Linear Matrix Inequalities in System and Control Theory
cites work: Q4936225
cites work: Study of Two Error Functions to Approximate the Neyman–Pearson Detector Using Supervised Learning Machines
cites work: An \(H_\infty\) control approach to robust learning of feedforward neural networks
cites work: Q2704801
cites work: Static output feedback -- a survey
DBLP publication ID: journals/nn/Jing12
DOI: 10.1016/J.NEUNET.2012.03.003
description: scientific article; zbMATH DE number 6074449