Oscillations for rapid selection of neural activities based on spike timing

被引:4
作者
Fukai, T [1 ]
机构
[1] RIKEN,FRONTIER RES PROGRAM,LAB NEURAL MODELING,WAKO,SAITAMA 35191,JAPAN
关键词
oscillatory neural activities; spike-timing code; recurrent inhibition; competitive behaviour; integrate-and-fire neurones; computer simulations;
D O I
10.1097/00001756-199512000-00065
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
In cortical information processing, neuronal inputs are transformed into sequences of action potentials. However, the neural codes used for embedding information in the spike trains remain unclear. Here a neural network consisting of recurrent inhibitory connections is shown to achieve selective activation and inactivation of neurones very efficiently according to spike timing rather than firing rates, when they are stimulated by periodic spike trains. Oscillatory neural activities serve as an accurate clock for the spike-timing code utilized in the rapid selection of neural activities. These results suggest that differences in spike timing of <1 ms can be of functional significance in certain neural information processing.
引用
收藏
页码:273 / 277
页数:5
相关论文
共 23 条
  • [1] SPATIOTEMPORAL FIRING PATTERNS IN THE FRONTAL-CORTEX OF BEHAVING MONKEYS
    ABELES, M
    BERGMAN, H
    MARGALIT, E
    VAADIA, E
    [J]. JOURNAL OF NEUROPHYSIOLOGY, 1993, 70 (04) : 1629 - 1638
  • [2] [Anonymous], 1988, INTRO THEORETIC NEUR
  • [3] EXTRINSIC AND INTRINSIC-PROPERTIES UNDERLYING OSCILLATION AND SYNCHRONY IN LIMBIC CORTEX
    BLAND, BH
    COLOM, LV
    [J]. PROGRESS IN NEUROBIOLOGY, 1993, 41 (02) : 157 - 208
  • [4] ABSOLUTE STABILITY OF GLOBAL PATTERN-FORMATION AND PARALLEL MEMORY STORAGE BY COMPETITIVE NEURAL NETWORKS
    COHEN, MA
    GROSSBERG, S
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1983, 13 (05): : 815 - 826
  • [5] A CORTICAL MODEL OF WINNER-TAKE-ALL COMPETITION VIA LATERAL INHIBITION
    COULTRIP, R
    GRANGER, R
    LYNCH, G
    [J]. NEURAL NETWORKS, 1992, 5 (01) : 47 - 54
  • [6] SYNAPTIC CIRCUITRY OF THE RETINA AND OLFACTORY-BULB
    DEVRIES, SH
    BAYLOR, DA
    [J]. CELL, 1993, 72 : 139 - 149
  • [7] TEMPORAL CODING IN THE VISUAL-CORTEX - NEW VISTAS ON INTEGRATION IN THE NERVOUS-SYSTEM
    ENGEL, AK
    KONIG, P
    KREITER, AK
    SCHILLEN, TB
    SINGER, W
    [J]. TRENDS IN NEUROSCIENCES, 1992, 15 (06) : 218 - 226
  • [8] MODELS OF ORIENTATION AND OCULAR DOMINANCE COLUMNS IN THE VISUAL-CORTEX - A CRITICAL COMPARISON
    ERWIN, E
    OBERMAYER, K
    SCHULTEN, K
    [J]. NEURAL COMPUTATION, 1995, 7 (03) : 425 - 468
  • [9] FUKAI T, 1995, TOKAI U RIKEN PREPRI
  • [10] Gray C M, 1994, J Comput Neurosci, V1, P11, DOI 10.1007/BF00962716