메뉴 건너뛰기




Volumn , Issue , 2011, Pages 1376-1381

On the BP training algorithm of fuzzy neural networks (FNNs) via its equivalent fully connected neural networks (FFNNs)

Author keywords

Back Propagations; Fuzzy Logic; Fuzzy Neural Networks; Gradient Descent; Neural Networks

Indexed keywords

ENGINEERING APPLICATIONS; FULLY CONNECTED NEURAL NETWORK; FUZZY-NEURAL; GRADIENT DESCENT; ILLUSTRATIVE EXAMPLES; INTELLIGENT ADAPTIVE CONTROL; THREE-LAYER NEURAL NETWORKS; TRAINING ALGORITHMS;

EID: 83755207447     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2011.6083850     Document Type: Conference Paper
Times cited : (4)

References (12)
  • 1
    • 0029308071 scopus 로고
    • Fuzzy B-spline Membership Function and Its Applications in Fuzzy-Neural Control
    • May
    • Chi-Hsu Wang, Wei-Yen Wang, Tsu-Tian Lee, Pao -Shun Tseng, "Fuzzy B-spline Membership Function and Its Applications in Fuzzy-Neural Control," IEEE Trans. on Systems, Man, and Cybernetics, pp. pp. 841-851, Vol. 25, No. 5, May, 1995.
    • (1995) IEEE Trans. on Systems, Man, and Cybernetics , vol.25 , Issue.5 , pp. 841-851
    • Wang, C.-H.1    Wang, W.-Y.2    Lee, T.-T.3    Tseng, P.-S.4
  • 2
    • 0031364349 scopus 로고    scopus 로고
    • On-Line Tuning of Fuzzy-Neural Network for Adaptive Control of Nonlinear Dynamical Systems
    • Dec.
    • Yih-Guang Leu, Tsu-Tian Lee and Wei-Yen Wang, "On-Line Tuning of Fuzzy-Neural Network for Adaptive Control of Nonlinear Dynamical Systems," IEEE Trans.on System Man and Cybernetics Part B, Vol. 27, No. 6, pp. 1034-1043, Dec. 1997.
    • (1997) IEEE Trans.on System Man and Cybernetics Part B , vol.27 , Issue.6 , pp. 1034-1043
    • Leu, Y.-G.1    Lee, T.-T.2    Wang, W.-Y.3
  • 3
    • 0030216670 scopus 로고    scopus 로고
    • Stable Adaptive Control Using Fuzzy Systems and Neural Networks
    • Aug.
    • Jeffrey T. Spooner and Kevin M. Passino, "Stable Adaptive Control Using Fuzzy Systems and Neural Networks," IEEE Trans. on Fuzzy System, Vol. 4, No. 3, pp. 339-359, Aug. 1996.
    • (1996) IEEE Trans. on Fuzzy System , vol.4 , Issue.3 , pp. 339-359
    • Spooner, J.T.1    Passino, K.M.2
  • 4
    • 3042549361 scopus 로고    scopus 로고
    • Fuzzy Identification Using Fuzzy Neural Networks with Stable Learning Algorithms
    • Jun.
    • Wen Yu and Xiaoou Li,"Fuzzy Identification Using Fuzzy Neural Networks With Stable Learning Algorithms," IEEE on Fuzzy System, Vol. 12, No. 3, pp. 339-359, Jun. 2004.
    • (2004) IEEE on Fuzzy System , vol.12 , Issue.3 , pp. 339-359
    • Yu, W.1    Li, X.2
  • 6
  • 8
    • 0041812022 scopus 로고    scopus 로고
    • Fuzzy systems are universal approximators for a smooth function and its derivatives
    • June
    • V. Kreinovich, H. T. Nguyen, and Y. Yam, "Fuzzy systems are universal approximators for a smooth function and its derivatives," International Journal of Intelligent Systems, Volume 15, Issue 6, pages 565-574, June 2000.
    • (2000) International Journal of Intelligent Systems , vol.15 , Issue.6 , pp. 565-574
    • Kreinovich, V.1    Nguyen, H.T.2    Yam, Y.3
  • 9
    • 0026928374 scopus 로고
    • Fuzzy basis functions, universal approximation, and orthogonal least squares learning
    • Sept.
    • L. X. Wang and J. M. Mendel, "Fuzzy basis functions, universal approximation, and orthogonal least squares learning, " IEEE Trans. Neural Networks, vol. 3, pp. 807-814, Sept. 1992.
    • (1992) IEEE Trans. Neural Networks , vol.3 , pp. 807-814
    • Wang, L.X.1    Mendel, J.M.2
  • 10
    • 46849120765 scopus 로고    scopus 로고
    • On the Equivalence of a Table Lookup (TL)Technique and Fuzzy Neural Network (FNN) with Block Pulse Membership Functions (BPMFs) and Its Application to Water Injection Control of an Automobile
    • July
    • Chi-Hsu Wang and Jung-Sheng Wen,"On the Equivalence of a Table Lookup (TL)Technique and Fuzzy Neural Network (FNN) With Block Pulse Membership Functions (BPMFs) and Its Application to Water Injection Control of an Automobile," IEEE Trans on Systems, Man, and Cybernetics- Part C: Applications and Reviews, Vol. 38, NO. 4, pp. 574-580, July 2008.
    • (2008) IEEE Trans on Systems, Man, and Cybernetics- Part C: Applications and Reviews , vol.38 , Issue.4 , pp. 574-580
    • Wang, C.-H.1    Wen, J.-S.2
  • 11
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • David E. Rumelhart, Geoffrey E. Hinton & Ronald J. Williams, "Learning representations by back-propagating errors," Nature, Vol. 323, pp. 533-536, 1986.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.