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Volumn 87, Issue 9, 1999, Pages 1536-1549

Inversion of feedforward neural networks: Algorithms and applications

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CONSTRAINT THEORY; LEARNING SYSTEMS;

EID: 0033359396     PISSN: 00189219     EISSN: None     Source Type: Journal    
DOI: 10.1109/5.784232     Document Type: Article
Times cited : (85)

References (39)
  • 1
    • 0025721732 scopus 로고
    • Query based learning applied to partially trained multilayer perceptrons
    • J. N. Hwang, J. J. Choi, S. Oh, and R. J. Marks, II, "Query based learning applied to partially trained multilayer perceptrons," IEEE Trans. Neural Nef'orks, vol. 2, pp. 131-136, 1991.
    • (1991) IEEE Trans. Neural Nef'Orks , vol.2 , pp. 131-136
    • Hwang, J.N.1    Choi, J.J.2    Oh, S.3    Marks II, R.J.4
  • 2
    • 0004636909 scopus 로고
    • Inverting a connectionist network mapping by backpropagation of error
    • Hillsdale, NJ: Lawrence Erlbaum
    • R. J. Williams, "Inverting a connectionist network mapping by backpropagation of error," in Proc. 8th Anna. Conf. Cognitive Science Society. Hillsdale, NJ: Lawrence Erlbaum, 1986, pp. 859-865.
    • (1986) Proc. 8th Anna. Conf. Cognitive Science Society , pp. 859-865
    • Williams, R.J.1
  • 5
    • 0026304912 scopus 로고
    • Designing neural network explanation facilities using genetic algorithms
    • Singapore
    • R. C. Eberhart and R. W. Dobbins, "Designing neural network explanation facilities using genetic algorithms," in Proc. Int. Joint Conf. Neural Netn-orks, vol. II, Singapore, 1991, pp. 1758-1763.
    • (1991) Proc. Int. Joint Conf. Neural Netn-orks , vol.2 , pp. 1758-1763
    • Eberhart, R.C.1    Dobbins, R.W.2
  • 6
    • 0029519746 scopus 로고
    • An evolutionary algorithm for function inversion and boundary marking
    • Perth, Western Australia
    • R. D. Reed and R. J. Marks, II, "An evolutionary algorithm for function inversion and boundary marking," in Proc. IEEE Int. Conf. Evolutionary Computation (ICEC'95), Perth, Western Australia, 1995, pp. 794-797.
    • (1995) Proc. IEEE Int. Conf. Evolutionary Computation (ICEC'95) , pp. 794-797
    • Reed, R.D.1    Marks II, R.J.2
  • 12
    • 0025475651 scopus 로고
    • Inversion of neural networks by gradient descent
    • J. Linderman and A. Linden, "Inversion of neural networks by gradient descent," Parallel Compitt., pp. 277-286, 1990.
    • (1990) Parallel Compitt. , pp. 277-286
    • Linderman, J.1    Linden, A.2
  • 13
    • 0029306953 scopus 로고
    • Similarities of error regularization, sigmoid gain scaling, target smoothing and training with jitter
    • May
    • R. Reed, R. J. Marks II, and S. Oh, "Similarities of error regularization, sigmoid gain scaling, target smoothing and training with jitter," IEEE Trans. Neural NeMorks, vol. 6, pp. 529-538, May 1995.
    • (1995) IEEE Trans. Neural NeMorks , vol.6 , pp. 529-538
    • Reed, R.1    Marks II, R.J.2    Oh, S.3
  • 14
    • 0025545203 scopus 로고
    • Frequency selective surface design based on iterative inversion of neural networks
    • San Diego, CA
    • J. N. Hwang, C. H. Chan, and R. J. Marks II, "Frequency selective surface design based on iterative inversion of neural networks," in Proc. Int. Joint Conf. Neural Netvorks (IJCNN '90), vol. I, San Diego, CA, 1990, pp. 39-44.
    • (1990) Proc. Int. Joint Conf. Neural Netvorks (IJCNN '90) , vol.1 , pp. 39-44
    • Hwang, J.N.1    Chan, C.H.2    Marks II, R.J.3
  • 15
    • 0002498377 scopus 로고    scopus 로고
    • Alternating projections onto convex sets
    • P. A. Jansson, Ed. San Diego, CA: Academic
    • R. J. Marks II, "Alternating projections onto convex sets," in Deconvolution of Images and Spectra, P. A. Jansson, Ed. San Diego, CA: Academic, 1997, pp. 476-501.
    • (1997) Deconvolution of Images and Spectra , pp. 476-501
    • Marks II, R.J.1
  • 16
    • 0025751370 scopus 로고
    • Improved network inversion technique for query learning: Application to automated cytology screening
    • Baltimore, MD
    • D. T. Davis, J. N. Hwang, and J. S. Lee, "Improved network inversion technique for query learning: Application to automated cytology screening," in Proc. Conipnter-Based Medical Systems: 4th Annn. IEEE Symp., Baltimore, MD, 1991, pp. 313-320.
    • (1991) Proc. Conipnter-Based Medical Systems: 4th Annn. IEEE Symp. , pp. 313-320
    • Davis, D.T.1    Hwang, J.N.2    Lee, J.S.3
  • 17
    • 1242313940 scopus 로고
    • Attentional focus training by boundary region data selection
    • Baltimore, MD, June
    • D. T. Davis and J. N. Hwang, "Attentional focus training by boundary region data selection," in Proc. Int. Joint Conf. Ne lirai Ne works, (IJCNN'92), Baltimore, MD, June 1992, pp. 676-681.
    • (1992) Proc. Int. Joint Conf. Ne Lirai Ne Works, (IJCNN'92) , pp. 676-681
    • Davis, D.T.1    Hwang, J.N.2
  • 20
    • 33747667024 scopus 로고
    • Application of query-based learning to power system static security assessment
    • Yokohama, Japan, Apr.
    • _, "Application of query-based learning to power system static security assessment," in Proc. 2nd Int. Forum on Applications of Neural Nenrorks to Power Systems (ANNPS'93), Yokohama, Japan, Apr. 1993, pp. 111-117.
    • (1993) Proc. 2nd Int. Forum on Applications of Neural Nenrorks to Power Systems (ANNPS'93) , pp. 111-117
  • 22
    • 0026821866 scopus 로고
    • Transient stability test systems for direct stability methods
    • Feb.
    • IEEE Committee Report, "Transient stability test systems for direct stability methods," IEEE Trans. Power Syst., vol. 7, pp. 37-44, Feb. 1992.
    • (1992) IEEE Trans. Power Syst. , vol.7 , pp. 37-44
  • 24
    • 0026838119 scopus 로고
    • Iterative inversion of neural networks and its application to adaptive control
    • Mar.
    • D. A. Hoskins, J. N. Hwang, and J. Vagners, "Iterative inversion of neural networks and its application to adaptive control," IEEE Trans. Neural Nerwrks, vol. 3, pp. 292-301, Mar. 1992.
    • (1992) IEEE Trans. Neural Nerwrks , vol.3 , pp. 292-301
    • Hoskins, D.A.1    Hwang, J.N.2    Vagners, J.3
  • 26
    • 80055074559 scopus 로고    scopus 로고
    • Combining reinforcement learning and differential inverse kinematics for collision-free motion of multilink manipulators
    • Lanzarote, Spain, June
    • P. Martin and J. R. Millan, "Combining reinforcement learning and differential inverse kinematics for collision-free motion of multilink manipulators," in Int. Work-Conf. Artificial and Natural Neural Netn-orks, (IWANN'97), Lanzarote, Spain, June 1997, pp. 1324-1333.
    • (1997) Int. Work-Conf. Artificial and Natural Neural Netn-orks, (IWANN'97) , pp. 1324-1333
    • Martin, P.1    Millan, J.R.2
  • 27
    • 0001618774 scopus 로고    scopus 로고
    • On adaptive trajectory tracking of a robot manipulator using inversion of its neural emulator
    • Nov.
    • L. Behera, M. Gopal, and S. Chaudhury, "On adaptive trajectory tracking of a robot manipulator using inversion of its neural emulator," IEEE Trans. Neural Networks, vol. 7, no. 6, Nov. 1996.
    • (1996) IEEE Trans. Neural Networks , vol.7 , Issue.6
    • Behera, L.1    Gopal, M.2    Chaudhury, S.3
  • 28
    • 0027577324 scopus 로고
    • Surface roughness determination using spectral correlations of scattered intensities and an artificial neural network technique
    • Apr.
    • K. Yoshitomi, A. Ishimaru, J. N. Hwang, and J. S. Chen, "Surface roughness determination using spectral correlations of scattered intensities and an artificial neural network technique," IEEE Trans. Antennas Propagat., vol. 41, pp. 498-502, Apr. 1993.
    • (1993) IEEE Trans. Antennas Propagat. , vol.41 , pp. 498-502
    • Yoshitomi, K.1    Ishimaru, A.2    Hwang, J.N.3    Chen, J.S.4
  • 29
    • 84999274577 scopus 로고
    • A neural network for fusing the MR information into PET images to improve spatial resolution
    • Austin, TX, Nov.
    • M. Sase, N. Kinoshita, and Y. Kosugi, "A neural network for fusing the MR information into PET images to improve spatial resolution," in Proc. (ICIP'94), vol. 3, Austin, TX, Nov. 1994, pp. 908-911.
    • (1994) Proc. (ICIP'94) , vol.3 , pp. 908-911
    • Sase, M.1    Kinoshita, N.2    Kosugi, Y.3
  • 30
    • 0029393368 scopus 로고
    • Neural model-predictive control of distributed parameter crystal growth process
    • Nov.
    • M. Ishida and J. Zhan, "Neural model-predictive control of distributed parameter crystal growth process," AICHE J., vol. 41, no. 10, pp. 2333-2336, Nov. 1995.
    • (1995) AICHE J. , vol.41 , Issue.10 , pp. 2333-2336
    • Ishida, M.1    Zhan, J.2
  • 31
    • 0027908323 scopus 로고
    • Enhanced reliability of multilayer perceptron networks through controlled pattern rejection
    • G. C. Vasconcelos, M. C. Fairhurst, and D. L. Bisset, "Enhanced reliability of multilayer perceptron networks through controlled pattern rejection," Electron. Lett., vol. 29, no. 3, pp. 261-263, 1993.
    • (1993) Electron. Lett. , vol.29 , Issue.3 , pp. 261-263
    • Vasconcelos, G.C.1    Fairhurst, M.C.2    Bisset, D.L.3
  • 32
    • 0027218386 scopus 로고
    • Using genetic algorithms for an artificial neural network model . inversion
    • Aug.
    • A. P. Weijer, C. B. Lucasius, L. Buydens, and G. Kateman, "Using genetic algorithms for an artificial neural network model . inversion," Chemometrics Intell. Lab. Syst.. vol. 20, no. 1, pp. 45-55, Aug. 1993.
    • (1993) Chemometrics Intell. Lab. Syst.. , vol.20 , Issue.1 , pp. 45-55
    • Weijer, A.P.1    Lucasius, C.B.2    Buydens, L.3    Kateman, G.4
  • 33
    • 16444380833 scopus 로고
    • Iterative constrained inversion of neural networks and its applications
    • Princeton, NJ, Mar.
    • J. N. Hwang and C. H. Chan, "Iterative constrained inversion of neural networks and its applications," in P roc. 24th Conf. Inform. Sei. Syst., Princeton, NJ, Mar. 1990, pp. 754-759.
    • (1990) P Roc. 24th Conf. Inform. Sei. Syst. , pp. 754-759
    • Hwang, J.N.1    Chan, C.H.2
  • 34
    • 0028333556 scopus 로고
    • Neural network representation of finite element method
    • J. Takeuchi and Y. Kosugi, "Neural network representation of finite element method," Neural Nehvorks, vol. 7, no. 2, pp. 389-395, 1994.
    • (1994) Neural Nehvorks , vol.7 , Issue.2 , pp. 389-395
    • Takeuchi, J.1    Kosugi, Y.2
  • 36
    • 44049116478 scopus 로고
    • Forward models: Supervised learning with a distal teacher
    • M. I. Jordan and D. E. Rumelhart, "Forward models: Supervised learning with a distal teacher," Cognitive Sei., vol. 16, pp. 307-354, 1992.
    • (1992) Cognitive Sei. , vol.16 , pp. 307-354
    • Jordan, M.I.1    Rumelhart, D.E.2
  • 37
    • 0001158851 scopus 로고
    • Constrained supervised learning
    • M. I. Jordan, "Constrained supervised learning," J. Math. Psych., vol. 36,.pp. 396-425, 1992.
    • (1992) J. Math. Psych. , vol.36 , pp. 396-425
    • Jordan, M.I.1
  • 39
    • 0026379977 scopus 로고
    • A new method for inverting nonlinear multilayer feedforward networks
    • Kobe, Japan
    • _, "A new method for inverting nonlinear multilayer feedforward networks," in Proc. Int. Conf. Industrial Electronics, Control and Instrumentation, Kobe, Japan, 1991, pp. 1349-1354.
    • (1991) Proc. Int. Conf. Industrial Electronics, Control and Instrumentation , pp. 1349-1354


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.