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Volumn , Issue , 2011, Pages 1749-1752

A biologically inspired system for fast handwritten digit recognition

Author keywords

complex cell; feature extraction; invariant feature; MNIST database

Indexed keywords

BIOLOGICALLY INSPIRED SYSTEMS; CLASSIFICATION RESULTS; DESCRIPTORS; DIGIT RECOGNITION; FEATURE DESCRIPTORS; GENERATIVE MODEL; HANDWRITTEN DIGIT RECOGNITION; INPUT DATAS; INVARIANT DESCRIPTORS; INVARIANT FEATURES; INVARIANT REPRESENTATION; MINIMIZING ENERGY; MNIST DATABASE; SIMPLE SYSTEM; TEST DATA; UNSUPERVISED ALGORITHMS; VISUAL CORTEXES;

EID: 84863065209     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2011.6115798     Document Type: Conference Paper
Times cited : (3)

References (15)
  • 2
    • 33644685838 scopus 로고    scopus 로고
    • Functional connectivity between simple cells and complex cells in cat striate cortex
    • J.M. Alonso, L.M. Martinez, "Functional connectivity between simple cells and complex cells in cat striate cortex," Nature Neuroscience, 1(5):395-403, 1998.
    • (1998) Nature Neuroscience , vol.1 , Issue.5 , pp. 395-403
    • Alonso, J.M.1    Martinez, L.M.2
  • 3
    • 14844326685 scopus 로고    scopus 로고
    • Intracellular measurements of spatial integration and the MAX operation in complex cells of the cat primary visual cortex
    • DOI 10.1152/jn.00060.2004
    • I. Lampl, D. Ferster, T. Poggio, et al. "Intracellular measurements of spatial integration and the MAX operation in complex cells of the cat primary visual cortex." J. Neurophysiology, vol.92, pp. 2704-2713, 2004. (Pubitemid 40340483)
    • (2004) Journal of Neurophysiology , vol.92 , Issue.5 , pp. 2704-2713
    • Lampl, I.1    Ferster, D.2    Poggio, T.3    Riesenhuber, M.4
  • 4
    • 0034920427 scopus 로고    scopus 로고
    • A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images
    • DOI 10.1016/S0042-6989(01)00114-6, PII S0042698901001146
    • A. Hyvärinen, P.O. Hoyer, "A two-layer sparse coding model learn simple and complex cell receptive fields and topography from natural images," Vision Research, 41(18):2413-2423, 2002. (Pubitemid 32667541)
    • (2001) Vision Research , vol.41 , Issue.18 , pp. 2413-2423
    • Hyvarinen, A.1    Hoyer, P.O.2
  • 5
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed-point algorithms for independent component analysis
    • A. Hyvärinen, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Transactions on Neural Networks, 10(3):626-634, 1999.
    • (1999) IEEE Transactions on Neural Networks , vol.10 , Issue.3 , pp. 626-634
    • Hyvärinen, A.1
  • 7
    • 33644900506 scopus 로고    scopus 로고
    • Topographic product models applied to natural scene statistics
    • S. Osindero, M.Welling and G.E. Hinton, "Topographic product models applied to natural scene statistics," Neural Computation, 18(2):381-344, 2006.
    • (2006) Neural Computation , vol.18 , Issue.2 , pp. 381-1344
    • Osindero, S.1    Welling, M.2    Hinton, G.E.3
  • 8
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by V1?
    • B. A. Olshausen and D. J. Field. "Sparse coding with an overcomplete basis set: a strategy employed by V1? " Vision Research, 37(23):3311-3325, 1997.
    • (1997) Vision Research , vol.37 , Issue.23 , pp. 3311-3325
    • Olshausen, B.A.1    Field, D.J.2
  • 10
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. Lowe, "Distinctive image features from scale-invariant keypoints," International Journal of Computer Vision, 60(2):91- 110, 2004.
    • (2004) International Journal of Computer Vision , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.1
  • 12
    • 67949123173 scopus 로고    scopus 로고
    • Soft-Double- MaxMinOver: Perceptron-like training of support vector machines
    • T. Martinetz, K. Labusch, and D. Schneegaß, "Soft-Double- MaxMinOver: perceptron-like training of support vector machines," IEEE Transactions on Neural Networks, 20(7):1061-1072, 2009.
    • (2009) IEEE Transactions on Neural Networks , vol.20 , Issue.7 , pp. 1061-1072
    • Martinetz, T.1    Labusch, K.2    Schneegaß, D.3
  • 13
    • 52949098342 scopus 로고    scopus 로고
    • Robust handwritten character recognition with features inspired by visual ventral stream
    • A. Borji, M. Hamidi, F. Mahmoudi,"Robust handwritten character recognition with features inspired by visual ventral stream,"Neural processing letters. 28(2), 97-111, 2008.
    • (2008) Neural Processing Letters , vol.28 , Issue.2 , pp. 97-111
    • Borji, A.1    Hamidi, M.2    Mahmoudi, F.3
  • 14
    • 0032203257 scopus 로고    scopus 로고
    • Gradient-based learning applied to document recognition
    • Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, "Gradient-based learning applied to document recognition," Proceedings of the IEEE, 86(11):2278-2324, 1998.
    • (1998) Proceedings of the IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • LeCun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.