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Volumn , Issue , 2005, Pages 5154-5157

Hardware-based support vector machine classification in logarithmic number systems

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ACCURACY; LOGARITHMIC COMPRESSION; LOGARITHMIC NUMBER SYSTEM; MACHINE-LEARNING; NUMERICAL OPERATIONS; SUPPORT VECTOR MACHINE CLASSIFICATION;

EID: 67649099563     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCAS.2005.1465795     Document Type: Conference Paper
Times cited : (48)

References (10)
  • 1
    • 0242695744 scopus 로고    scopus 로고
    • A Digital Architecture for Support Vector Machines: Theory, Algorithm, and FPGA Implementation
    • Sept
    • Davide Anguita, Andrea Boni and Sandro Ridella. "A Digital Architecture for Support Vector Machines: Theory, Algorithm, and FPGA Implementation," IEEE Transactions on Neural Networks, vol. 14, no. 5, pp. 993-1009, Sept. 2003.
    • (2003) IEEE Transactions on Neural Networks , vol.14 , Issue.5 , pp. 993-1009
    • Anguita, D.1    Boni, A.2    Ridella, S.3
  • 2
    • 0030691484 scopus 로고    scopus 로고
    • On the Cost Effectiveness of Logarithmic Arithmetic for Back Propagation Training on SIMD Processors
    • Houston, Texas, pp, June 9-12
    • Mark Arnold, Thomas Bailey, Jerry Cupal and Mark Winkel. "On the Cost Effectiveness of Logarithmic Arithmetic for Back Propagation Training on SIMD Processors," International Conference on Neural Networks, Houston, Texas, pp. 933-936, June 9-12, 1997.
    • (1997) International Conference on Neural Networks , pp. 933-936
    • Arnold, M.1    Bailey, T.2    Cupal, J.3    Winkel, M.4
  • 3
    • 67649131425 scopus 로고    scopus 로고
    • Mark Arnold. Slide Rules for the 21st Century: Logarithmic Arithmetic as a High-speed, Low-cost, Low-power Alternative to Fixed Point Arithmetic, OSEE: Second Online Symposium for Electronics Engineers, 2001.
    • Mark Arnold. "Slide Rules for the 21st Century: Logarithmic Arithmetic as a High-speed, Low-cost, Low-power Alternative to Fixed Point Arithmetic," OSEE: Second Online Symposium for Electronics Engineers, 2001.
  • 4
    • 0003415396 scopus 로고    scopus 로고
    • Learning on Silicon: A Survey
    • Gert Cauwenberghs, Ed, Boston: Kluwer Academic Publishers
    • Gert Cauwenberghs, Ed. "Learning on Silicon: A Survey," Learning on Silicon: Adaptive VLSI Neural Systems. Boston: Kluwer Academic Publishers, 1999.
    • (1999) Learning on Silicon: Adaptive VLSI Neural Systems
  • 5
    • 0242695713 scopus 로고    scopus 로고
    • Kerneltron: Support Vector Machine in Silicon
    • Sept
    • Roman Genov and Gert 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
  • 7
    • 13944283804 scopus 로고    scopus 로고
    • Finite Precision Analysis of Support Vector Machine Classification in Logarithmic Number Systems
    • September
    • Faisal M. Khan, Mark G. Arnold and William M. Pottenger. "Finite Precision Analysis of Support Vector Machine Classification in Logarithmic Number Systems," IEEE Euromicro Symposium on Digital System Design (DSD), pp. 254-261, September 2004.
    • (2004) IEEE Euromicro Symposium on Digital System Design (DSD) , pp. 254-261
    • Khan, F.M.1    Arnold, M.G.2    Pottenger, W.M.3
  • 10
    • 0036287566 scopus 로고    scopus 로고
    • Optimization of LNS Operations for Embedded Signal Processing Applications
    • Scottsdale, AZ, pp
    • V. Paliouras, "Optimization of LNS Operations for Embedded Signal Processing Applications," Proc. ISCAS, Scottsdale, AZ, pp. 744-747, 2002.
    • (2002) Proc. ISCAS , pp. 744-747
    • Paliouras, V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.