메뉴 건너뛰기




Volumn , Issue , 2009, Pages 1877-1884

Evaluation of robustness and performance of Early Stopping Rules with Multi Layer Perceptrons

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC TRAINING; CLASSIFICATION TASKS; EARLY STOPPING; ENSEMBLE LEARNING; ERROR BACK-PROPAGATION; MULTI-LAYER PERCEPTRONS; OVERFITTING; STOCHASTIC GRADIENT DESCENT; STOPPING RULE; TRAINING TIME;

EID: 70449378059     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2009.5178626     Document Type: Conference Paper
Times cited : (24)

References (17)
  • 6
    • 0027294340 scopus 로고
    • Improving model selection by nonconvergent methods
    • William Finno, Ferdinand Hergert and Hans Georg Zimmermann, Improving model selection by nonconvergent methods. Neural Networks Vol. 6, pp 771-783, 1993.
    • (1993) Neural Networks , vol.6 , pp. 771-783
    • Finno, W.1    Hergert, F.2    Georg Zimmermann, H.3
  • 7
    • 84872548900 scopus 로고    scopus 로고
    • Early stopping - but when, Neural Networks: Tricks of the Trade
    • of, chapter 2, pp, Springer-Verlag
    • Lutz Prechelt, Early stopping - but when, Neural Networks: Tricks of the Trade, volume 1524 of LNCS, chapter 2, pp. 55-69, Springer-Verlag, 1998
    • (1998) LNCS , vol.1524 , pp. 55-69
    • Prechelt, L.1
  • 8
    • 0032099978 scopus 로고    scopus 로고
    • Automatic early stopping using cross validation: Quantifying the criteria
    • Lutz Prechelt, Automatic early stopping using cross validation: quantifying the criteria, Neural Networks, pp. 761-767, 1998
    • (1998) Neural Networks , pp. 761-767
    • Prechelt, L.1
  • 12
    • 0004042460 scopus 로고
    • PROBEN1 - A Set of Neural Network Benchmarking Problems and Benchmarking Rules
    • Technical Report 21/94, Faculty of Computer Science, University of Karlsruhe
    • Lutz Prechelt, PROBEN1 - A Set of Neural Network Benchmarking Problems and Benchmarking Rules, Technical Report 21/94, Faculty of Computer Science, University of Karlsruhe, 1994
    • (1994)
    • Prechelt, L.1
  • 13
    • 0345923076 scopus 로고    scopus 로고
    • Yann LeCun, The MNIST database, http://yann. lecun. com/exdb/mnist/index.html
    • The MNIST database
  • 14
    • 70449332354 scopus 로고    scopus 로고
    • S. E. Fahlman:An empirical study of learning speed in backpropagation networks CMU-CS-88-162, 1988
    • S. E. Fahlman:An empirical study of learning speed in backpropagation networks CMU-CS-88-162, 1988


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.