Excitatory-inhibitory network in the visual cortex: Psychophysical evidence

被引:112
|
作者
Adini, Y
Sagi, D
Tsodyks, M
机构
[1] Department of Neurobiology, Brain Research, Weizmann Institute of Science
关键词
D O I
10.1073/pnas.94.19.10426
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
At early stages in visual processing cells respond to local stimuli with specific features such as orientation and spatial frequency, Although the receptive fields of these cells have been thought to be local and independent, recent physiological and psychophysical evidence has accumulated, indicating that the cells participate in a rich network of local connections, Thus, these local processing units can integrate information over much larger parts of the visual field; the pattern of their response to a stimulus apparently depends on the context presented, To explore the pattern of lateral interactions in human visual cortex under different context conditions we used a novel chain lateral masking detection paradigm, in which human observers performed a detection task in the presence of different length chains of high-contrast-flanked Gabor signals, The results indicated a nonmonotonic relation of the detection threshold with the number of flankers. Remote flankers had a stronger effect on target detection when the space between them was filled with other flankers, indicating that the detection threshold is caused by dynamics of large neuronal populations in the neocortex, with a major interplay between excitation and inhibition, We considered a model of the primary visual cortex as a network consisting of excitatory and inhibitory cell populations, with both short-and long-range interactions, The model exhibited a behavior similar to the experimental results throughout a range of parameters, Experimental and modeling results indicated that long-range connections play an important role in visual perception, possibly mediating the effects of context.
引用
收藏
页码:10426 / 10431
页数:6
相关论文
共 50 条
  • [2] Excitatory-inhibitory balance and critical period plasticity in developing visual cortex
    Hensch, TK
    Fagiolini, M
    DEVELOPMENT, DYNAMICS AND PATHOLOGY OF NEURONAL NETWORKS: FROM MOLECULES TO FUNCTIONAL CIRCUITS, 2005, 147 : 115 - 124
  • [3] Extraction of salient contours via excitatory-inhibitory interactions in the visual cortex
    Tang, QL
    Sang, N
    Zhang, TX
    COMPUTER VISION - ACCV 2006, PT II, 2006, 3852 : 683 - 691
  • [4] Frequency separation by an excitatory-inhibitory network
    Borisyuk, Alla
    Best, Janet
    Terman, David
    JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 2013, 34 (02) : 231 - 243
  • [5] Frequency separation by an excitatory-inhibitory network
    Alla Borisyuk
    Janet Best
    David Terman
    Journal of Computational Neuroscience, 2013, 34 : 231 - 243
  • [6] ON FLIES BEHAVIOR WITH A VISUAL EXCITATORY-INHIBITORY STIMULUS
    SAVIOLONEGRIN, N
    RIANI, M
    ZANFORLIN, M
    PERCEPTUAL AND MOTOR SKILLS, 1990, 70 (02) : 446 - 446
  • [7] Irregular behavior in an excitatory-inhibitory neuronal network
    Park, Choongseok
    Terman, David
    CHAOS, 2010, 20 (02)
  • [8] SPATIOTEMPORAL CHARACTERISTICS OF VISUAL MECHANISMS - EXCITATORY-INHIBITORY MODEL
    BURBECK, CA
    KELLY, DH
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1980, 70 (09) : 1121 - 1126
  • [9] The Stochastic Multiresonance Phenomenon in Excitatory-Inhibitory Neuronal Network
    Xie, Changzhi
    Li, Huiyan
    Sun, Xiaojuan
    JOURNAL OF APPLIED NONLINEAR DYNAMICS, 2025, 14 (01) : 129 - 139
  • [10] Dynamics of a Three Neurons Network with Excitatory-Inhibitory Interactions
    Aguirre, Carlos
    Cano, Juan I.
    Anguiano, Eloy
    FOUNDATIONS ON NATURAL AND ARTIFICIAL COMPUTATION: 4TH INTERNATIONAL WORK-CONFERENCE ON THE INTERPLAY BETWEEN NATURAL AND ARTIFICIAL COMPUTATION, IWINAC 2011, PART I, 2011, 6686 : 90 - 99