메뉴 건너뛰기




Volumn 1, Issue 1, 2008, Pages 58-67

Two-stage hybrid tuning algorithm for training neural networks in image vision applications

Author keywords

Backpropagation; BP; GAs; Genetic Algorithms; hybrid algorithms; neural networks

Indexed keywords


EID: 77954287987     PISSN: 17480698     EISSN: 17480701     Source Type: Journal    
DOI: 10.1504/IJSISE.2008.017775     Document Type: Article
Times cited : (6)

References (22)
  • 2
    • 0024861871 scopus 로고
    • Approximation by superpositions of a sigmoidal function
    • Cybenco, G. (1989) ‘Approximation by superpositions of a sigmoidal function’, Mathematics of Control, Signals and System, Vol. 2, pp.303–314.
    • (1989) Mathematics of Control, Signals and System , vol.2 , pp. 303-314
    • Cybenco, G.1
  • 4
    • 0037405958 scopus 로고    scopus 로고
    • A fuzzy hybrid learning algorithm for radial basis function neural network with application in human face recognition
    • Haddadnia, J., Faez, K. and Ahmadi, M. (2003) ‘A fuzzy hybrid learning algorithm for radial basis function neural network with application in human face recognition’, Pattern Recognition, Vol. 36, pp.1187–1202.
    • (2003) Pattern Recognition , vol.36 , pp. 1187-1202
    • Haddadnia, J.1    Faez, K.2    Ahmadi, M.3
  • 5
    • 6344287812 scopus 로고    scopus 로고
    • A review of genetic algorithms applied to training radial basis function networks
    • Harpham, C., Dawson, C.W. and Brown, M.R. (2004) ‘A review of genetic algorithms applied to training radial basis function networks’, Neural Comput. and Applic., Vol. 13, pp.193–201.
    • (2004) Neural Comput. and Applic , vol.13 , pp. 193-201
    • Harpham, C.1    Dawson, C.W.2    Brown, M.R.3
  • 7
    • 0034513363 scopus 로고    scopus 로고
    • Adaptive digital communication receivers
    • Haykin, S. (2000) ‘Adaptive digital communication receivers’, IEEE Communications Magazine, December, pp.106–114.
    • (2000) IEEE Communications Magazine , vol.December , pp. 106-114
    • Haykin, S.1
  • 8
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik, K., Stinchcombe, M. and White, H. (1989) ‘Multilayer feedforward networks are universal approximators’, Neural Networks, Vol. 2, pp.359–366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 9
    • 0026296895 scopus 로고
    • Weight value initialization for improving training speed in the backpropagation network
    • Singapore
    • Kim, Y.K. and Ra, J.B., (1991) ‘Weight value initialization for improving training speed in the backpropagation network’, International Joint Conference on Neural Networks (IJCNN’91), Singapore, Vol. 3, pp.2396–2401.
    • (1991) International Joint Conference on Neural Networks (IJCNN’91) , vol.3 , pp. 2396-2401
    • Kim, Y.K.1    Ra, J.B.2
  • 11
    • 0032298859 scopus 로고    scopus 로고
    • Improvement of cascade correlation learning algorithm with an evolutionary initialization
    • Liang, H. and Dai, G. (1998) ‘Improvement of cascade correlation learning algorithm with an evolutionary initialization’, Information Sciences, Vol. 112, pp.1–6.
    • (1998) Information Sciences , vol.112 , pp. 1-6
    • Liang, H.1    Dai, G.2
  • 13
    • 10044246109 scopus 로고    scopus 로고
    • A neural multiclassifier system for object recognition in robotic vision applications
    • Mitzias, D.A. and Mertzios, B.G. (2004) ‘A neural multiclassifier system for object recognition in robotic vision applications’, Measurement, Special Issue on Imaging Measurement Systems, Vol. 36, Nos. 3–4, pp.315–330.
    • (2004) Measurement, Special Issue on Imaging Measurement Systems , vol.36 , Issue.3-4 , pp. 315-330
    • Mitzias, D.A.1    Mertzios, B.G.2
  • 15
    • 0025536870 scopus 로고
    • Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights
    • San Diego, CA
    • Nguyen, D. and Widrow, B. (1990) ‘Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights’, International Joint Conference on Neural Networks (IJCNN’90), San Diego, CA, pp.21–26.
    • (1990) International Joint Conference on Neural Networks (IJCNN’90) , pp. 21-26
    • Nguyen, D.1    Widrow, B.2
  • 16
    • 0032884373 scopus 로고    scopus 로고
    • Hybrid training of radial basis function networks in a partitioning context of classification
    • Oukhellou, L. and Aknin, P. (1999) ‘Hybrid training of radial basis function networks in a partitioning context of classification’, Neurocomputing, Vol. 28, pp.165–175.
    • (1999) Neurocomputing , vol.28 , pp. 165-175
    • Oukhellou, L.1    Aknin, P.2
  • 18
    • 0026377553 scopus 로고
    • Constrained neural networks for recognition of passive sonar signals using shape
    • Washington DC
    • Russo, A.P. (1991) ‘Constrained neural networks for recognition of passive sonar signals using shape’, IEEE Conf. on Neural Networks for Ocean Engineering, Washington DC, pp.69–76.
    • (1991) IEEE Conf. on Neural Networks for Ocean Engineering , pp. 69-76
    • Russo, A.P.1
  • 19
    • 0032029136 scopus 로고    scopus 로고
    • Hybrid interior point training of modular neural networks
    • Szymanski, P.T., Lemmon, M. and Bett, C.J. (1998) ‘Hybrid interior point training of modular neural networks’, Neural Networks, Vol. 11, pp.215–234.
    • (1998) Neural Networks , vol.11 , pp. 215-234
    • Szymanski, P.T.1    Lemmon, M.2    Bett, C.J.3
  • 20
    • 0031097898 scopus 로고    scopus 로고
    • High-order and multilayer perceptron initialization
    • Thimm, G. and Fiesler, E. (1997) ‘High-order and multilayer perceptron initialization’, IEEE Transactions on Neural Networks, Vol. 8, No. 2, pp.349–359.
    • (1997) IEEE Transactions on Neural Networks , vol.8 , Issue.2 , pp. 349-359
    • Thimm, G.1    Fiesler, E.2
  • 21
    • 0035101535 scopus 로고    scopus 로고
    • A survey of hybrid ANN/HMM models for automatic speech recognition
    • Trentin, T. and Gori, M. (2001) ‘A survey of hybrid ANN/HMM models for automatic speech recognition’, Neurocomputing, Vol. 37, pp.91–126.
    • (2001) Neurocomputing , vol.37 , pp. 91-126
    • Trentin, T.1    Gori, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.