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Volumn 55, Issue 11, 2006, Pages 1344-1355

Harnessing machine learning to improve the success rate of stimuli generation

Author keywords

Bayesian networks; Coverage analysis; Coverage directed generation; Fourier transforms; Functional verification; Machine learning

Indexed keywords

COGNITIVE SYSTEMS; DESIGN; FOURIER TRANSFORMS; STATISTICAL METHODS;

EID: 33750093231     PISSN: 00189340     EISSN: None     Source Type: Journal    
DOI: 10.1109/TC.2006.183     Document Type: Article
Times cited : (21)

References (17)
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    • 0036991699 scopus 로고    scopus 로고
    • "Using a Constraint Satisfaction Formulation and Solution Techniques for Random Test Program Generation"
    • E. Bin, R. Emek, G. Shurek, and A. Ziv, "Using a Constraint Satisfaction Formulation and Solution Techniques for Random Test Program Generation," IBM Systems J., vol. 41, no. 3, pp. 386-402, 2002.
    • (2002) IBM Systems J. , vol.41 , Issue.3 , pp. 386-402
    • Bin, E.1    Emek, R.2    Shurek, G.3    Ziv, A.4
  • 7
    • 0042635846 scopus 로고    scopus 로고
    • "Coverage Directed Test Generation for Functional Verification Using Bayesian Networks"
    • June
    • S. Fine and A. Ziv, "Coverage Directed Test Generation for Functional Verification Using Bayesian Networks," Proc. 40th Design Automation Conf., pp. 286-291, June 2003.
    • (2003) Proc. 40th Design Automation Conf. , pp. 286-291
    • Fine, S.1    Ziv, A.2
  • 10
    • 0000710299 scopus 로고
    • "Queries and Concept Learning"
    • D. Angluin, "Queries and Concept Learning," Machine Learning, vol. 2, no. 4, pp. 319-342, 1988.
    • (1988) Machine Learning , vol.2 , Issue.4 , pp. 319-342
    • Angluin, D.1
  • 11
    • 0003846041 scopus 로고    scopus 로고
    • "A Tutorial on Learning with Bayesian Networks"
    • Technical Report MSR-TR-95-06, Microsoft Research, Redmond, Wash
    • D. Heckerman, "A Tutorial on Learning with Bayesian Networks" Technical Report MSR-TR-95-06, Microsoft Research, Redmond, Wash., 1996.
    • (1996)
    • Heckerman, D.1
  • 13
    • 0001663135 scopus 로고
    • "Learning Boolean Functions via the Fourier Transform"
    • V. Roychowdhury, K.-Y. Siu, and A. Orlitsky, eds., Kluwer Academic
    • Y. Mansour, "Learning Boolean Functions via the Fourier Transform," Theoretical Advances in Neural Computation and Learning, V. Roychowdhury, K.-Y. Siu, and A. Orlitsky, eds., pp. 391-424, Kluwer Academic, 1994.
    • (1994) Theoretical Advances in Neural Computation and Learning , pp. 391-424
    • Mansour, Y.1
  • 14
    • 0004278278 scopus 로고
    • C. May, E. Silha, R. Simpson, and H. Warren, eds. Morgan Kaufmann
    • The PowerPC Architecture, C. May, E. Silha, R. Simpson, and H. Warren, eds. Morgan Kaufmann, 1994.
    • (1994) The PowerPC Architecture


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.