메뉴 건너뛰기




Volumn 4, Issue , 2006, Pages 3497-3502

A comparative evaluation of constructive neural networks methods using PRM and BCP as TLU training algorithms

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; LEARNING SYSTEMS;

EID: 34548142226     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2006.384661     Document Type: Conference Paper
Times cited : (5)

References (16)
  • 1
    • 0027662338 scopus 로고
    • Pruning algorithms - a survey
    • Sept
    • R. Reed, "Pruning algorithms - a survey," IEEE Transaction on Neural Networks, vol. 4, no. 5, pp. 740-747, Sept. 1993.
    • (1993) IEEE Transaction on Neural Networks , vol.4 , Issue.5 , pp. 740-747
    • Reed, R.1
  • 3
    • 0006406095 scopus 로고    scopus 로고
    • DistAl: An inter-pattern distance-based constructive learning algorithm
    • J. Yang, R. Parekh and V. Honavar, "DistAl: An inter-pattern distance-based constructive learning algorithm," Intelligent Data Analysis 3, pp. 53-73, 1999.
    • (1999) Intelligent Data Analysis , vol.3 , pp. 53-73
    • Yang, J.1    Parekh, R.2    Honavar, V.3
  • 5
    • 36149031331 scopus 로고
    • Learning feedfoward networks: The Tiling algorithm
    • M. Mézard and J. Nadal, "Learning feedfoward networks: The Tiling algorithm," J. Phys. A: Math Gen. 22:2191-2203, 1989.
    • (1989) J. Phys. A: Math Gen , vol.22 , pp. 2191-2203
    • Mézard, M.1    Nadal, J.2
  • 6
    • 0000783575 scopus 로고
    • The Upstart algorithm: A method for constructing and training feedforward neural networks
    • M. Frean, "The Upstart algorithm: A method for constructing and training feedforward neural networks," Neural Computation, 2:198-209, 1990.
    • (1990) Neural Computation , vol.2 , pp. 198-209
    • Frean, M.1
  • 7
    • 0028390208 scopus 로고
    • A constructive algorithm that converges for real-valued input patterns
    • N. Burgess, "A constructive algorithm that converges for real-valued input patterns," International Journal of Neural Systems, 5(1), pp 59-66, 1994.
    • (1994) International Journal of Neural Systems , vol.5 , Issue.1 , pp. 59-66
    • Burgess, N.1
  • 8
    • 0031240594 scopus 로고    scopus 로고
    • Two constructive methods for designing compact feedfoward networks of threshold units
    • E. Amaldi and B. Guenin, "Two constructive methods for designing compact feedfoward networks of threshold units," International Journal of Neural System, vol. 8, no. 5 & 6, pp. 629-645, 1997.
    • (1997) International Journal of Neural System , vol.8 , Issue.5 6 , pp. 629-645
    • Amaldi, E.1    Guenin, B.2
  • 9
    • 33749970618 scopus 로고
    • Barycentric Correction Procedure: A fast method for learning threshold unit
    • Washington DC
    • H. Poulard, "Barycentric Correction Procedure: A fast method for learning threshold unit," in Proc. WCNN 95, vol. 1, pp. 710-713, Washington DC, 1995.
    • (1995) Proc. WCNN 95 , vol.1 , pp. 710-713
    • Poulard, H.1
  • 11
    • 33646264149 scopus 로고
    • A convergence theorem for Barycentric Correction Procedure
    • Technical Report 95180, LAAS-CNRS, Toulouse, France
    • H. Poulard and D. Esteves, "A convergence theorem for Barycentric Correction Procedure," Technical Report 95180, LAAS-CNRS, Toulouse, France, 1995.
    • (1995)
    • Poulard, H.1    Esteves, D.2
  • 12
    • 0025449027 scopus 로고
    • Perccptron-based learning algorithms
    • June
    • S. I. Gallant, "Perccptron-based learning algorithms," IEEE Transactions on Neural Networks, vol. 1, no. 2, pp. 179-191, June 1990.
    • (1990) IEEE Transactions on Neural Networks , vol.1 , Issue.2 , pp. 179-191
    • Gallant, S.I.1
  • 13
    • 34548113040 scopus 로고    scopus 로고
    • S. Fahlman, and C. Lebiere, The Cascade Correction architecture, In Advances in Neural Information Processing Systems 2, Morgan Kaufman, San Mateo, CA, pp 524-532, 1990.
    • S. Fahlman, and C. Lebiere, "The Cascade Correction architecture," In Advances in Neural Information Processing Systems 2, Morgan Kaufman, San Mateo, CA, pp 524-532, 1990.
  • 14
    • 0003408496 scopus 로고    scopus 로고
    • available:, CA: University of California, Department of Information and Computer Science
    • C. L. Blake and C. J. Merz, "UCI Repository of Machine Learning Databases," available: http://www.ics.uci.edu/~mlcarn/mlrepository.html Irvine, CA: University of California, Department of Information and Computer Science, 1998.
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.L.1    Merz, C.J.2
  • 15
    • 33747882512 scopus 로고    scopus 로고
    • A neural network-based system for diagnosis of central vestibular lesion
    • F. Valafar ed, CSREA Press, pp
    • P. Volpini, L. B. Figueira, J. F. Colafemina and A. C. Roque, "A neural network-based system for diagnosis of central vestibular lesion," in Proc. of METMBS '02, F. Valafar (ed.), CSREA Press, pp 29-33, 2002.
    • (2002) Proc. of METMBS '02 , pp. 29-33
    • Volpini, P.1    Figueira, L.B.2    Colafemina, J.F.3    Roque, A.C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.