Stochastic resonance and sensory information processing: a tutorial and review of application

被引:706
作者
Moss, F
Ward, LM
Sannita, WG
机构
[1] Univ Genoa, Dept Motor Sci, Sect Neurophysiopathol, I-16132 Genoa, Italy
[2] Univ Genoa, Dept Motor Sci, Unit Neurophysiopathol, I-16132 Genoa, Italy
[3] Univ Missouri, Ctr Neurodynam, St Louis, MO 63121 USA
[4] Univ British Columbia, Dept Psychol, Vancouver, BC V5Z 1M9, Canada
[5] Univ British Columbia, Brain Res Ctr, Vancouver, BC V5Z 1M9, Canada
[6] SUNY Stony Brook, Dept Psychiat, Stony Brook, NY 11794 USA
基金
加拿大自然科学与工程研究理事会;
关键词
stochastic resonance; sensory information processing; revue of application; vision; tactile; hearing; perception; psychophysics; electrophysiology; hearing prostheses; animal behavior; modeling;
D O I
10.1016/j.clinph.2003.09.014
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: To review the stochastic resonance phenomena observed in sensory systems and to describe how a random process ('noise') added to a subthreshold stimulus can enhance sensory information processing and perception. Results: Nonlinear systems need a threshold, subthreshold information bearing stimulus and 'noise' for stochastic resonance phenomena to occur. These three ingredients are ubiquitous in nature and man-made systems, which accounts for the observation of stochastic resonance in fields and conditions ranging from physics and engineering to biology and medicine. The stochastic resonance paradigm is compatible with single-neuron models or synaptic and channels properties and applies to neuronal assemblies activated by sensory inputs and perceptual processes as well. Here we review a few of the landmark experiments (including psychophysics, electrophysiology, fMRI, human vision, hearing and tactile functions, animal behavior, single/multiunit activity recordings). Models and experiments show a peculiar consistency with known neuronal and brain physiology. A number of naturally occurring 'noise' sources in the brain (e.g. synaptic transmission, channel gating, ion concentrations, membrane conductance) possibly accounting for stochastic resonance phenomena are also reviewed. Evidence is given suggesting a possible role of stochastic resonance in brain function, including detection of weak signals, synchronization and coherence among neuronal assemblies, phase resetting, 'carrier' signals, animal avoidance and feeding behaviors. Conclusions: Stochastic resonance is a ubiquitous and conspicuous phenomenon compatible with neural models and theories of brain function. The available evidence suggests cautious interpretation, but justifies research and should encourage neuroscientists and clinical neurophysiologists to explore stochastic resonance in biology and medical science. (C) 2003 International Federation of Clinical Neurophysiology. Published by Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:267 / 281
页数:15
相关论文
共 134 条
  • [1] The contribution of noise to contrast invariance of orientation tuning in cat visual cortex
    Anderson, JS
    Lampl, I
    Gillespie, DC
    Ferster, D
    [J]. SCIENCE, 2000, 290 (5498) : 1968 - 1972
  • [2] ANISHCHENKO VS, 1999, SOV PHYS USP, V42, P7
  • [3] Astumian RD, 1997, NATURE, V388, P632, DOI 10.1038/41684
  • [4] MULTISTABILITY IN PERCEPTION
    ATTNEAVE, F
    [J]. SCIENTIFIC AMERICAN, 1971, 225 (06) : 62 - &
  • [5] Stochastic phase synchronization in the crayfish mechanoreceptor/photoreceptor system
    Bahar, S
    Moss, F
    [J]. CHAOS, 2003, 13 (01) : 138 - 144
  • [6] Phase synchronization and stochastic resonance effects in the crayfish caudal photoreceptor
    Bahar, S
    Neiman, A
    Wilkens, LA
    Moss, F
    [J]. PHYSICAL REVIEW E, 2002, 65 (05) : 4
  • [7] BAHAR S, 2003, IN PRESS INT J BIFUR
  • [8] Balázsi G, 2001, PHYS REV E, V64, DOI 10.1103/PhysRevE.64.041912
  • [9] BASAR E, 1992, INDUCED RHYTHMS BRAI, P425, DOI DOI 10.1007/978-1-4757-1281-0_24
  • [10] BENZI R, 1982, TELLUS, V34, P10, DOI 10.1111/j.2153-3490.1982.tb01787.x