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Volumn 45, Issue 11, 2010, Pages 2321-2329

Tera-scale performance machine learning SoC (MLSoC) with dual stream processor architecture for multimedia content analysis

Author keywords

Digital circuit; hardware architecture; machine learning; multimedia content analysis; system on a Chip (SoC)

Indexed keywords

AREA EFFICIENCY; CMOS TECHNOLOGY; HARDWARE ARCHITECTURE; HIGH BANDWIDTH; IMAGE STREAMS; MACHINE LEARNING; MACHINE LEARNING ALGORITHMS; MASSIVELY PARALLEL PROCESSING; MULTIMEDIA CONTENT ANALYSIS; POWER EFFICIENCY; STREAM PROCESSOR; SYSTEM-ON-A-CHIP; TWO-STREAM; VLSI ARCHITECTURES; WINDOW-BASED;

EID: 77958528530     PISSN: 00189200     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSSC.2010.2067910     Document Type: Conference Paper
Times cited : (7)

References (20)
  • 1
    • 33749064644 scopus 로고    scopus 로고
    • Recognition, mining and synthesis moves computers to the era of tera
    • Feb.
    • P. Dubey, "Recognition, mining and synthesis moves computers to the era of Tera," Technology@Intel Mag., pp. 1-10, Feb. 2005.
    • (2005) Technology@Intel Mag. , pp. 1-10
    • Dubey, P.1
  • 2
    • 0004255908 scopus 로고    scopus 로고
    • Englewood Cliffs, NJ: McGraw-Hill
    • T. M. Mitchell, Machine Learning. Englewood Cliffs, NJ: McGraw-Hill, 1997.
    • (1997) Machine Learning
    • Mitchell, T.M.1
  • 6
    • 33750592339 scopus 로고    scopus 로고
    • An efficient digital VLSI implementation of Gaussian mixture models-based classifier
    • Sep.
    • M. Shi and A. Bermak, "An efficient digital VLSI implementation of Gaussian mixture models-based classifier," IEEE Trans. Very Large Scale Integr. (VLSI) Syst., vol. 14, no. 9, pp. 962-974, Sep. 2006.
    • (2006) IEEE Trans. Very Large Scale Integr. (VLSI) Syst. , vol.14 , Issue.9 , pp. 962-974
    • Shi, M.1    Bermak, A.2
  • 8
    • 77952730407 scopus 로고    scopus 로고
    • A binary-tree hierarchical multiple-chip architecture for real-time large-scale learning processor systems
    • Y. Ma and T. Shibata, "A binary-tree hierarchical multiple-chip architecture for real-time large-scale learning processor systems," Jpn. J. Appl. Phys., vol. 49, no. 4, pp. 04DE08-, 2010.
    • (2010) Jpn. J. Appl. Phys. , vol.49 , Issue.4
    • Ma, Y.1    Shibata, T.2
  • 10
    • 0032319446 scopus 로고    scopus 로고
    • Bilateral filtering for gray and color images
    • C. Tomasi and R. Manduchi, "Bilateral filtering for gray and color images," in Proc. Int. Conf. Comput. Vis., 1998, pp. 839-846.
    • (1998) Proc. Int. Conf. Comput. Vis. , pp. 839-846
    • Tomasi, C.1    Manduchi, R.2
  • 14
    • 0003741855 scopus 로고    scopus 로고
    • Cambridge, U.K. [Online]. Available
    • "AMBA Specification (Rev 2.0)," ARM Ltd., Cambridge, U.K., 1999 [Online]. Available: http://infocenter.arm.com/help/topic/com.arm.doc.ihi0011a/
    • (1999) AMBA Specification (Rev 2.0)
  • 15
    • 0030259483 scopus 로고    scopus 로고
    • Image representation using 2D gabor wavelets
    • Oct.
    • T. S. Lee, "Image representation using 2D Gabor wavelets," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 10, pp. 959-971, Oct. 1996.
    • (1996) IEEE Trans. Pattern Anal. Mach. Intell. , vol.18 , Issue.10 , pp. 959-971
    • Lee, T.S.1
  • 16
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant key-points
    • D. G. Lowe, "Distinctive image features from scale-invariant key-points," Int. J. Comput. Vis., vol. 60, pp. 91-110, 2004.
    • (2004) Int. J. Comput. Vis. , vol.60 , pp. 91-110
    • Lowe, D.G.1
  • 17
    • 53849120959 scopus 로고    scopus 로고
    • CRISP: Coarse-grained reconfigurable image stream processor for digital still cameras and camcorders
    • Sep.
    • J. C. Chen and S.-Y. Chien, "CRISP: Coarse-grained reconfigurable image stream processor for digital still cameras and camcorders," IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 9, pp. 1223-1236, Sep. 2008.
    • (2008) IEEE Trans. Circuits Syst. Video Technol. , vol.18 , Issue.9 , pp. 1223-1236
    • Chen, J.C.1    Chien, S.-Y.2
  • 18
    • 0032692253 scopus 로고    scopus 로고
    • Realization of a programmable rank-order filter architecture using capacitive threshold logic gates
    • Jul.
    • I. Hatirnaz, F. K. Gürkaynak, and Y. Leblebici, "Realization of a programmable rank-order filter architecture using capacitive threshold logic gates," in Proc. IEEE Int. Symp. Circuits Syst., Jul. 1999, vol. 1, pp. 435-438.
    • (1999) Proc. IEEE Int. Symp. Circuits Syst. , vol.1 , pp. 435-438
    • Hatirnaz, I.1    Gürkaynak, F.K.2    Leblebici, Y.3
  • 19
    • 0034224605 scopus 로고    scopus 로고
    • A parallel median filter with pipelined scheduling for real-time 1D and 2D signal processing
    • S.-C. Hsia and W.-C. Hsu, "A parallel median filter with pipelined scheduling for real-time 1D and 2D signal processing," IEICE Trans. Fundam. Electron., Commun. Comput. Sci., vol. E83-A, no. 7, pp. 1396-1404, 2000.
    • (2000) IEICE Trans. Fundam. Electron., Commun. Comput. Sci. , vol.E83-A , Issue.7 , pp. 1396-1404
    • Hsia, S.-C.1    Hsu, W.-C.2
  • 20
    • 77952950508 scopus 로고    scopus 로고
    • Bandwidth adaptive hardware architecture of K-means clustering for video analysis
    • Jun.
    • T.-W. Chen and S.-Y. Chien, "Bandwidth adaptive hardware architecture of K-Means clustering for video analysis," IEEE Trans. Very Large Scale Integr. (VLSI) Syst., vol. 18, no. 6, pp. 957-966, Jun. 2010.
    • (2010) IEEE Trans. Very Large Scale Integr. (VLSI) Syst. , vol.18 , Issue.6 , pp. 957-966
    • Chen, T.-W.1    Chien, S.-Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.