SINGLE EFFECTIVE NEURON - DENDRITIC COUPLING EFFECTS AND STOCHASTIC RESONANCE

被引:27
作者
BULSARA, AR
MAREN, AJ
SCHMERA, G
机构
[1] RADFORD UNIV,BRAIN RES CTR,RADFORD,VA 24142
[2] RADFORD UNIV,DEPT COMP SCI,RADFORD,VA 24142
[3] ACCURATE AUTOMAT CORP,CHATTANOOGA,TN 37421
关键词
D O I
10.1007/BF00200828
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a model of a neuron coupled with a surrounding dendritic network subject to Langevin noise and a weak periodic modulation. Through an adiabatic elimination procedure, the single-neuron dynamics are extracted from the coupled stochastic differential equations describing the network of dendrodendritic interactions. Our approach yields a ''reduced neuron'' model whose dynamics may correspond to neurophysiologically realistic behavior for certain ranges of soma and bath parameters. Cooperative effects (e.g., stochastic resonance) arising from the interplay between the noise and modulation are discussed in detail.
引用
收藏
页码:145 / 156
页数:12
相关论文
共 54 条
  • [1] ABBOTT LF, 1990, STATISTICAL MECHANIC
  • [2] [Anonymous], 1984, SPRINGER SERIES SYNE
  • [3] [Anonymous], 1989, MODELING BRAIN FUNCT
  • [4] [Anonymous], 1985, HDB STOCHASTIC METHO
  • [5] BERGER D, 1990, EXP BRAIN RES, V80, P129
  • [6] INFLUENCE OF NOISE ON THE FUNCTION OF A PHYSIOLOGICAL NEURAL NETWORK
    BUHMANN, J
    SCHULTEN, K
    [J]. BIOLOGICAL CYBERNETICS, 1987, 56 (5-6) : 313 - 327
  • [7] BUHMANN J, 1986, NEURAL NETWORKS COMP, P71
  • [8] STOCHASTIC RESONANCE IN A SINGLE NEURON MODEL - THEORY AND ANALOG SIMULATION
    BULSARA, A
    JACOBS, EW
    ZHOU, T
    MOSS, F
    KISS, L
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 1991, 152 (04) : 531 - 555
  • [9] STOCHASTIC RESONANCE IN GLOBALLY COUPLED NONLINEAR OSCILLATORS
    BULSARA, AR
    SCHMERA, G
    [J]. PHYSICAL REVIEW E, 1993, 47 (05): : 3734 - 3737
  • [10] NOISE EFFECTS IN AN ELECTRONIC MODEL OF A SINGLE NEURON
    BULSARA, AR
    BOSS, RD
    JACOBS, EW
    [J]. BIOLOGICAL CYBERNETICS, 1989, 61 (03) : 211 - 222