Coding of natural scenes in primary visual cortex

被引:102
|
作者
Weliky, M [1 ]
Fiser, J [1 ]
Hunt, RH [1 ]
Wagner, DN [1 ]
机构
[1] Univ Rochester, Dept Brain & Cognit Sci, Rochester, NY 14627 USA
关键词
D O I
10.1016/S0896-6273(03)00022-9
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Natural scene coding in ferret visual cortex was investigated using a new technique for multi-site recording of neuronal activity from the cortical surface. Surface recordings accurately reflected radially aligned layer 2/3 activity. At individual sites, evoked activity to natural scenes was weakly correlated with the local image contrast structure failing within the cells' classical receptive field. However, a population code, derived from activity integrated across cortical sites having retinotopically overlapping receptive fields, correlated strongly with the local image contrast structure. Cell responses demonstrated high lifetime sparseness, population sparseness, and high dispersal values, implying efficient neural coding in terms of information processing. These results indicate that while cells at an individual cortical site do not provide a reliable estimate of the local contrast structure in natural scenes, cell activity integrated across distributed cortical sites is closely related to this structure in the form of a sparse and dispersed code.
引用
收藏
页码:703 / 718
页数:16
相关论文
共 50 条
  • [1] On efficient sparse spike coding schemes for learning natural scenes in the primary visual cortex
    Laurent Perrinet
    [J]. BMC Neuroscience, 8 (Suppl 2)
  • [2] The spatial structure of correlations in natural scenes shapes neural coding in mouse primary visual cortex
    Rajeev V Rikhye
    Mriganka Sur
    [J]. BMC Neuroscience, 15 (Suppl 1)
  • [3] Phase-of-firing visual stimuli in coding of natural primary visual cortex
    Montemurro, Marcelo A.
    Rasch, Malte J.
    Murayama, Yusuke
    Logothetis, Nikos K.
    Panzeri, Stefano
    [J]. CURRENT BIOLOGY, 2008, 18 (05) : 375 - 380
  • [4] Visual coding and the phase structure of natural scenes
    Thomson, MGA
    [J]. NETWORK-COMPUTATION IN NEURAL SYSTEMS, 1999, 10 (02) : 123 - 132
  • [5] Efficient processing of natural scenes in visual cortex
    Tesileanu, Tiberiu
    Piasini, Eugenio
    Balasubramanian, Vijay
    [J]. FRONTIERS IN CELLULAR NEUROSCIENCE, 2022, 16
  • [6] Sparse coding and decorrelation in primary visual cortex during natural vision
    Vinje, WE
    Gallant, JL
    [J]. SCIENCE, 2000, 287 (5456) : 1273 - 1276
  • [7] Coarse-to-fine processing drives the efficient coding of natural scenes in mouse visual cortex
    Skyberg, Rolf
    Tanabe, Seiji
    Chen, Hui
    Cang, Jianhua
    [J]. CELL REPORTS, 2022, 38 (13):
  • [8] The statistics of natural scenes and their relation to theories of visual coding
    Field, D. J.
    [J]. PERCEPTION, 2001, 30 : 96 - 96
  • [9] Processing of complex stimuli and natural scenes in the visual cortex
    Kayser, C
    Körding, KP
    König, P
    [J]. CURRENT OPINION IN NEUROBIOLOGY, 2004, 14 (04) : 468 - 473
  • [10] A theory of the visual motion coding in the primary visual cortex
    Li, ZP
    [J]. NEURAL COMPUTATION, 1996, 8 (04) : 705 - 730