Disentangling the functional consequences of the connectivity between optic-flow processing neurons

被引:9
作者
Weber, Franz [1 ,2 ]
Machens, Christian K. [3 ]
Borst, Alexander [1 ]
机构
[1] Max Planck Inst Neurobiol, Dept Syst & Computat Neurobiol, Martinsried, Germany
[2] Univ Munich, Grad Sch Syst Neurosci, Munich, Germany
[3] Ecole Normale Super, Grp Neural Theory, Dept Etud Cognit, INSERM,U960, F-75231 Paris, France
关键词
RECEPTIVE-FIELD PROPERTIES; MOTION-SENSITIVE NEURONS; PRIMARY VISUAL-CORTEX; SPIKING NEURONS; POPULATION; SYSTEM; FLY; INTERNEURONS; PERFORMANCE; DEPENDENCE;
D O I
10.1038/nn.3044
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Typically, neurons in sensory areas are highly interconnected. Coupling two neurons can synchronize their activity and affect a variety of single-cell properties, such as their stimulus tuning, firing rate or gain. All of these factors must be considered to understand how two neurons should be coupled to optimally process stimuli. We quantified the functional effect of an interaction between two optic-flow processing neurons (Vi and H1) in the fly (Lucilia sericata). Using a generative model, we estimated a uni-directional coupling from H1 to Vi. Especially at a low signal-to-noise ratio (SNR), the coupling strongly improved the information about optic-flow in Vi. We identified two constraints confining the strength of the interaction. First, for weak couplings, Vi benefited from inputs by H1 without a concomitant shift of its stimulus tuning. Second, at both low and high SNR, the coupling strength lay in a range in which the information carried by single spikes is optimal.
引用
收藏
页码:441 / U132
页数:10
相关论文
共 48 条
  • [1] [Anonymous], 1961, S PRINC SENS COMM
  • [2] [Anonymous], 1984, Photoreception and Vision in Invertebrates, DOI DOI 10.1007/978-1-4613-2743-1_15
  • [3] Neural correlations, population coding and computation
    Averbeck, BB
    Latham, PE
    Pouget, A
    [J]. NATURE REVIEWS NEUROSCIENCE, 2006, 7 (05) : 358 - 366
  • [4] Correlated firing in macaque visual area MT: Time scales and relationship to behavior
    Bair, W
    Zohary, E
    Newsome, WT
    [J]. JOURNAL OF NEUROSCIENCE, 2001, 21 (05) : 1676 - 1697
  • [5] RETINAL LATTICE, VISUAL-FIELD AND BINOCULARITIES IN FLIES - DEPENDENCE ON SPECIES AND SEX
    BEERSMA, DGM
    STAVENGA, DG
    KUIPER, JW
    [J]. JOURNAL OF COMPARATIVE PHYSIOLOGY, 1977, 119 (03): : 207 - 220
  • [6] READING A NEURAL CODE
    BIALEK, W
    RIEKE, F
    VANSTEVENINCK, RRD
    WARLAND, D
    [J]. SCIENCE, 1991, 252 (5014) : 1854 - 1857
  • [7] Information theory and neural coding
    Borst, A
    Theunissen, FE
    [J]. NATURE NEUROSCIENCE, 1999, 2 (11) : 947 - 957
  • [8] Neural Action Fields for Optic Flow Based Navigation: A Simulation Study of the Fly Lobula Plate Network
    Borst, Alexander
    Weber, Franz
    [J]. PLOS ONE, 2011, 6 (01):
  • [9] Fly Motion Vision
    Borst, Alexander
    Haag, Juergen
    Reiff, Dierk F.
    [J]. ANNUAL REVIEW OF NEUROSCIENCE, VOL 33, 2010, 33 : 49 - +
  • [10] Correlations without synchrony
    Brody, CD
    [J]. NEURAL COMPUTATION, 1999, 11 (07) : 1537 - 1551