메뉴 건너뛰기




Volumn 32, Issue 1, 2010, Pages 97-107

Kernel width optimization for faulty RBF neural networks with multi-node open fault

Author keywords

Faulty neural networks; Kernel width; Mean prediction error; Multi node open fault; Radial basis function

Indexed keywords

CONVENTIONAL METHODS; KERNEL PARAMETER; MULTI-NODE OPEN FAULT; OPEN FAULTS; PREDICTION ERRORS; RADIAL BASIS FUNCTION NEURAL NETWORKS; RADIAL BASIS FUNCTIONS; RBF NEURAL NETWORK; REAL APPLICATIONS; SELECTION METHODS; SIMULATION RESULT; TEST SETS;

EID: 77955307227     PISSN: 13704621     EISSN: 1573773X     Source Type: Journal    
DOI: 10.1007/s11063-010-9145-x     Document Type: Article
Times cited : (5)

References (25)
  • 1
    • 0001002401 scopus 로고
    • Approximation and radial-basis function networks
    • 10.1162/neco.1993.5.2.305
    • J Park I Sandberg 1993 Approximation and radial-basis function networks Neural Comput 5 305 316 10.1162/neco.1993.5.2.305
    • (1993) Neural Comput , vol.5 , pp. 305-316
    • Park, J.1    Sandberg, I.2
  • 2
    • 77955303629 scopus 로고    scopus 로고
    • Introduction to radial basis function networks
    • Orr MJL (1996) Introduction to radial basis function networks. Technical reports. www.anc.ed.ac.uk/~mjo/papers/intro.ps
    • (1996) Technical Reports
    • Mjl, O.1
  • 4
    • 0026116468 scopus 로고
    • Orthogonal least squares learning algorithm for radial basis function networks
    • 10.1109/72.80341
    • S Chen CFN Cowan PM Grant 1991 Orthogonal least squares learning algorithm for radial basis function networks IEEE Trans Neural Netw 2 2 302 309 10.1109/72.80341
    • (1991) IEEE Trans Neural Netw , vol.2 , Issue.2 , pp. 302-309
    • Chen, S.1    Cowan, C.F.N.2    Grant, P.M.3
  • 5
    • 0035434818 scopus 로고    scopus 로고
    • Subspace information criterion for model selection
    • 0986.68108 10.1162/08997660152469387
    • S Masashi O Hidemitsu 2001 Subspace information criterion for model selection Neural Comput 13 8 1863 1889 0986.68108 10.1162/08997660152469387
    • (2001) Neural Comput , vol.13 , Issue.8 , pp. 1863-1889
    • Masashi, S.1    Hidemitsu, O.2
  • 7
    • 0000672424 scopus 로고
    • Fast learning in networks of locally-tuned processing units
    • 10.1162/neco.1989.1.2.281
    • J Moody CJ Darken 1989 Fast learning in networks of locally-tuned processing units Neural Comput 1 281 294 10.1162/neco.1989.1.2.281
    • (1989) Neural Comput , vol.1 , pp. 281-294
    • Moody, J.1    Darken, C.J.2
  • 8
    • 0037255446 scopus 로고    scopus 로고
    • A new EM-based training algorithm for RBF networks
    • 10.1016/S0893-6080(02)00215-0
    • M Lázaro I Santamaría C Pantaleón 2003 A new EM-based training algorithm for RBF networks Neural Netw 16 69 77 10.1016/S0893-6080(02)00215-0
    • (2003) Neural Netw , vol.16 , pp. 69-77
    • Lázaro, M.1    Santamaría, I.2    Pantaleón, C.3
  • 9
    • 0345328110 scopus 로고    scopus 로고
    • On the kernel widths in radial-basis function networks
    • 10.1023/A:1026289910256
    • N Benoudjit M Verleysen 2003 On the kernel widths in radial-basis function networks Neural Process Lett 18 2 139 154 10.1023/A:1026289910256
    • (2003) Neural Process Lett , vol.18 , Issue.2 , pp. 139-154
    • Benoudjit, N.1    Verleysen, M.2
  • 11
    • 0028494739 scopus 로고
    • Enhanced MLP performance and fault tolerance resulting from synaptic weight noise during training
    • 10.1109/72.317730
    • AF Murray PJ Edwards 1994 Enhanced MLP performance and fault tolerance resulting from synaptic weight noise during training IEEE Trans Neural Netw 5 792 802 10.1109/72.317730
    • (1994) IEEE Trans Neural Netw , vol.5 , pp. 792-802
    • Murray, A.F.1    Edwards, P.J.2
  • 12
    • 0038792238 scopus 로고    scopus 로고
    • Evolving fault-tolerant neural networks
    • 1040.68109 10.1007/s00521-003-0353-4
    • Z Zhou S Chen 2003 Evolving fault-tolerant neural networks Neural Comput Appl 11 156 160 1040.68109 10.1007/s00521-003-0353-4
    • (2003) Neural Comput Appl , vol.11 , pp. 156-160
    • Zhou, Z.1    Chen, S.2
  • 13
    • 0344897166 scopus 로고    scopus 로고
    • Assessing the noise immunity and generalization of radial basis function networks
    • 10.1023/A:1026275522974
    • JL Bernier, et al. 2003 Assessing the noise immunity and generalization of radial basis function networks Neural Process Lett 18 1 35 48 10.1023/A:1026275522974
    • (2003) Neural Process Lett , vol.18 , Issue.1 , pp. 35-48
    • Bernier, J.L.1
  • 15
    • 0026289079 scopus 로고
    • Note on generalization, regularization and architecture selection in nonlinear learning systems
    • Juang BH, Kung SY, CA Kamm (eds) Piscataway
    • Moody J (1991) Note on generalization, regularization and architecture selection in nonlinear learning systems. In: Juang BH, Kung SY, CA Kamm (eds) Neural networks for signal processing. IEEE Press, Piscataway, pp 1-10
    • (1991) Neural Networks for Signal Processing. IEEE Press , pp. 1-10
    • Moody, J.1
  • 16
    • 0033347007 scopus 로고    scopus 로고
    • On the regularization of forgetting recursive least square
    • 10.1109/72.809093
    • CS Leung G Young J Sum W Kan 1999 On the regularization of forgetting recursive least square IEEE Trans Neural Netw 10 1482 1486 10.1109/72.809093
    • (1999) IEEE Trans Neural Netw , vol.10 , pp. 1482-1486
    • Leung, C.S.1    Young, G.2    Sum, J.3    Kan, W.4
  • 17
    • 0035507079 scopus 로고    scopus 로고
    • Two regularizers for recursive least squared algorithms in feedforward multilayered neural networks
    • 10.1109/72.963768
    • CS Leung AC Tsoi LW Chan 2001 Two regularizers for recursive least squared algorithms in feedforward multilayered neural networks IEEE Trans Neural Netw 12 6 1314 1332 10.1109/72.963768
    • (2001) IEEE Trans Neural Netw , vol.12 , Issue.6 , pp. 1314-1332
    • Leung, C.S.1    Tsoi, A.C.2    Chan, L.W.3
  • 18
    • 40949101789 scopus 로고    scopus 로고
    • A fault-tolerant regularizer for RBF networks
    • 10.1109/TNN.2007.912320
    • CS Leung J Sum 2008 A fault-tolerant regularizer for RBF networks IEEE Trans Neural Netw 19 3 493 507 10.1109/TNN.2007.912320
    • (2008) IEEE Trans Neural Netw , vol.19 , Issue.3 , pp. 493-507
    • Leung, C.S.1    Sum, J.2
  • 19
    • 0028494739 scopus 로고
    • Enhanced MLP performance and fault tolerance resulting from synaptic weight noise during training
    • 10.1109/72.317730
    • AF Murray PJ Edwards 1994 Enhanced MLP performance and fault tolerance resulting from synaptic weight noise during training IEEE Trans Neural Netw 5 792 802 10.1109/72.317730
    • (1994) IEEE Trans Neural Netw , vol.5 , pp. 792-802
    • Murray, A.F.1    Edwards, P.J.2
  • 20
    • 0029269583 scopus 로고
    • Complete and partial fault tolerance of feedforward neural nets
    • 10.1109/72.363479
    • D Phatak I Koren 1995 Complete and partial fault tolerance of feedforward neural nets IEEE Trans Neural Netw 6 446 456 10.1109/72.363479
    • (1995) IEEE Trans Neural Netw , vol.6 , pp. 446-456
    • Phatak, D.1    Koren, I.2
  • 21
    • 58649112157 scopus 로고    scopus 로고
    • On Objective function, regularizer and prediction error of a learning algorithm for dealing with multiplicative weight noise
    • 10.1109/TNN.2008.2005596
    • J Sum CS Leung K Ho 2009 On Objective function, regularizer and prediction error of a learning algorithm for dealing with multiplicative weight noise IEEE Trans Neural Netw 20 1 24 138 10.1109/TNN.2008.2005596
    • (2009) IEEE Trans Neural Netw , vol.20 , Issue.1 , pp. 24-138
    • Sum, J.1    Leung, C.S.2    Ho, K.3
  • 23
    • 1842430977 scopus 로고    scopus 로고
    • Sparse modeling using orthogonal forward regression with press statistic and regularization
    • 10.1109/TSMCB.2003.817107
    • S Chen X Hong CJ Harris PM Sharkey 2009 Sparse modeling using orthogonal forward regression with press statistic and regularization IEEE Trans Syst Man Cybern B 34 898 911 10.1109/TSMCB.2003.817107
    • (2009) IEEE Trans Syst Man Cybern B , vol.34 , pp. 898-911
    • Chen, S.1    Hong, X.2    Harris, C.J.3    Sharkey, P.M.4
  • 24
    • 0017714604 scopus 로고
    • Oscillation and chaos in physiological control systems
    • 10.1126/science.267326
    • M Mackey L Glass 1977 Oscillation and chaos in physiological control systems Science 197 4300 287 289 10.1126/science.267326
    • (1977) Science , vol.197 , Issue.4300 , pp. 287-289
    • MacKey, M.1    Glass, L.2
  • 25
    • 29444447147 scopus 로고    scopus 로고
    • Local regularization assisted orthogonal least squares regression
    • S Chen 2006 Local regularization assisted orthogonal least squares regression Neurocomputing 69 4C6 559 585
    • (2006) Neurocomputing , vol.69 , Issue.4 C6 , pp. 559-585
    • Chen, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.