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Volumn , Issue , 2009, Pages 2509-2512

VLSI design of sequential minimal optimization algorithm for SVM learning

Author keywords

[No Author keywords available]

Indexed keywords

CHIP DESIGN; INTELLECTUAL PROPERTY CORES; PROTOTYPE SYSTEM; RECOGNITION SYSTEMS; SEQUENTIAL MINIMAL OPTIMIZATION; SEQUENTIAL MINIMAL OPTIMIZATION ALGORITHMS; VLSI DESIGN;

EID: 70350192366     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCAS.2009.5118311     Document Type: Conference Paper
Times cited : (2)

References (8)
  • 4
    • 19344375172 scopus 로고    scopus 로고
    • Rigorous proof of termination of SMO algorithm for support vector Machines
    • May
    • N. Takahashi and T. Nishi, "Rigorous proof of termination of SMO algorithm for support vector Machines," IEEE Transactions on Neural Networks, vol. 16, no. 3, pp. 774-776, May 2005.
    • (2005) IEEE Transactions on Neural Networks , vol.16 , Issue.3 , pp. 774-776
    • Takahashi, N.1    Nishi, T.2
  • 5
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • B. Schölkopf, C. Burges, and A. Smola, Eds. Cambridge, MA: MIT Press
    • J. C. Platt, "Fast training of support vector machines using sequential minimal optimization," in Advances in Kernel Methods: Support Vector Machines, B. Schölkopf, C. Burges, and A. Smola, Eds. Cambridge, MA: MIT Press, 1998.
    • (1998) Advances in Kernel Methods: Support Vector Machines
    • Platt, J.C.1
  • 6
    • 0242695713 scopus 로고    scopus 로고
    • Kerneltron: Support vector machine in silicon
    • Sept
    • R. Genov and G. Cauwenberghs, "Kerneltron: support vector machine in silicon," IEEE Transactions on Neural Networks, vol. 14, no. 5, pp. 1426-1434, Sept. 2003.
    • (2003) IEEE Transactions on Neural Networks , vol.14 , Issue.5 , pp. 1426-1434
    • Genov, R.1    Cauwenberghs, G.2
  • 8
    • 0034877203 scopus 로고    scopus 로고
    • Towards analog and digital hardware for support vector machines
    • D. Anguita and A. Boni, "Towards analog and digital hardware for support vector machines," International Joint Conference on Neural Networks, 2001, vol .4, pp. 2422-2426.
    • (2001) International Joint Conference on Neural Networks , vol.4 , pp. 2422-2426
    • Anguita, D.1    Boni, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.