Orientation preference patterns in mammalian visual cortex: A wire length minimization approach

被引:117
作者
Koulakov, AA
Chklovskii, DB
机构
[1] Cold Spring Harbor Lab, Cold Spring Harbor, NY 11724 USA
[2] Salk Inst Biol Studies, La Jolla, CA 92037 USA
关键词
D O I
10.1016/S0896-6273(01)00223-9
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
In the visual cortex of many mammals, orientation preference changes smoothly along the cortical surface, with the exception of singularities such as pinwheels and fractures. The reason for the existence of these singularities has remained elusive, suggesting that they are developmental artifacts. We show that singularities reduce the length of intracortical neuronal connections for some connection rules. Therefore, pinwheels and fractures could be evolutionary adaptations keeping cortical volume to a minimum. Wire length minimization approach suggests that interspecies differences in orientation preference maps reflect differences in intracortical neuronal circuits, thus leading to experimentally testable predictions. We discuss application of our model to direction preference maps.
引用
收藏
页码:519 / 527
页数:9
相关论文
共 55 条
  • [11] CHERNIAK C, 1994, J NEUROSCI, V14, P2418
  • [12] A wire length minimization approach to ocular dominance patterns in mammalian visual cortex
    Chklovskii, DB
    Koulakov, AA
    [J]. PHYSICA A, 2000, 284 (1-4): : 318 - 334
  • [13] CHKLOVSKII DB, 1999, ADV NEURAL INFORMATI, V12, P103
  • [14] COWAN JD, 1991, NEURAL INFORMATION P, V3, P26
  • [15] CORTICAL MAPS AND VISUAL-PERCEPTION - GRINDLEY MEMORIAL LECTURE
    COWEY, A
    [J]. QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY, 1979, 31 (FEB): : 1 - 17
  • [16] Ocular dominance peaks at pinwheel center singularities of the orientation map in cat visual cortex
    Crair, MC
    Ruthazer, ES
    Gillespie, DC
    Stryker, MP
    [J]. JOURNAL OF NEUROPHYSIOLOGY, 1997, 77 (06) : 3381 - 3385
  • [17] Early development of ocular dominance columns
    Crowley, JC
    Katz, LC
    [J]. SCIENCE, 2000, 290 (5495) : 1321 - 1324
  • [18] Development of ocular dominance columns in the absence of retinal input
    Crowley, JC
    Katz, LC
    [J]. NATURE NEUROSCIENCE, 1999, 2 (12) : 1125 - 1130
  • [19] Distortions of visuotopic map match orientation singularities in primary visual cortex
    Das, A
    Gilbert, CD
    [J]. NATURE, 1997, 387 (6633) : 594 - 598
  • [20] Topography of contextual modulations mediated by short-range interactions in primary visual cortex
    Das, A
    Gilbert, CD
    [J]. NATURE, 1999, 399 (6737) : 655 - 661