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bpacker's sparse-coding [12 articles]

Recent papers added to bpacker's library classified by the tag sparse-coding. You can also see everyone's sparse-coding.
  • Three learning phases for radial-basis-function networks
    Neural Networks, Vol. 14, No. 4-5. (May 2001), pp. 439-458.
    by Friedhelm Schwenker, Hans A Kestler, Gunther Palm
    posted to phase-learning sparse-coding by bpacker on 2008-02-03 04:37:44 as **
  • On Efficient Agnostic Learning of Linear Combinations of Basis Functions
    (1995), pp. 369-376.
    by Wee S Lee, Peter L Bartlett, Robert C Williamson
    posted to sparse-coding by bpacker on 2008-01-30 10:16:24 as **
  • Learning higher-order structures in natural images.
    Network, Vol. 14, No. 3. (August 2003), pp. 483-499.
    by Y Karklin, MS Lewicki
  • A Hierarchical Bayesian Model for Learning Nonlinear Statistical Regularities in Nonstationary Natural Signals
    Neural Comp., Vol. 17, No. 2. (1 February 2005), pp. 397-423.
    by Yan Karklin, Michael S Lewicki
  • Sparse coding of sensory inputs
    Current Opinion in Neurobiology, Vol. 14, No. 4. (August 2004), pp. 481-487.
    by Bruno A Olshausen, David J Field
  • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    Nature, Vol. 381, No. 6583. (13 June 1996), pp. 607-609.
    by Bruno A Olshausen, David J Field
  • Independent component analysis applied to feature extraction from colour and stereo images
    by PO Hoyer, Aapo Hyvarinen
    posted to color sparse-coding vision by bpacker on 2006-03-03 19:29:39 as read along with 1 group vision-ng
  • Learning Sparse Multiscale Image Representations
    NIPS, Vol. 15 (2003), pp. 1327-1334.
    by Phil Sallee, Bruno A Olshausen
    edited by S Becker, S Thrun, K Obermayer
    posted to sparse-coding vision by bpacker on 2006-02-23 20:51:40 as *** along with 1 group vision-ng
  • Probabilistic framework for the adaptation and comparison of image codes
    JOSA A: Optics, Image Science, and Vision, Vol. 16, No. 7. (July 1999), pp. 1587-1601.
    by Michael S Lewicki, Bruno A Olshausen
    posted to sparse-coding vision by bpacker on 2006-02-23 20:41:21 as *** along with 1 group vision-ng
  • Principles of Image Representation in Visual Cortex
    (2003)
    by Bruno Olshausen
    edited by Leo M Chalupa, John S Werner
    posted to sparse-coding vision by bpacker on 2006-02-23 20:29:31 as read along with 1 group vision-ng
  • How Close Are We to Understanding V1?
    Neural Computation, Vol. 17, No. 8. (August 2005), pp. 1665-1699.
    by Bruno A Olshausen, David J Field
  • Sparse coding with an overcomplete basis set: a strategy employed by V1?
    Vision Res, Vol. 37, No. 23. (December 1997), pp. 3311-3325.
    by BA Olshausen, DJ Field
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