Aperiodic stochastic resonance.

Stochastic resonance (SR) is a phenomenon wherein the response of a nonlinear system to a weak periodic input signal is optimized by the presence of a particular level of noise. Recently, we presented a method and theory for characterizing SR-type behavior in excitable systems with aperiodic (i.e., broadband) input signals [Phys. Rev. E 52, R3321(1995)]. We coined the term aperiodic stochastic resonance (ASR) to describe this general type of behavior. In that earlier study, we demonstrated ASR in the FitzHugh-Nagumo neuronal model. Here we demonstrate ASR in three additional systems: a bistable-well system, an integrate-and-fire neuronal model, and the Hodgkin-Huxley (HH) neuronal model. We present computational and theoretical results for each system. In the context of the HH model, we develop a general theory for ASR in excitable membranes. This work clearly shows that SR-type behavior is not limited to systems with periodic inputs. Thus, in general, noise can serve to enhance the response of a nonlinear system to a weak input signal, regardless of whether the signal is periodic or aperiodic. \textcopyright{} 1996 The American Physical Society.

[1]  S. Yoshizawa,et al.  An Active Pulse Transmission Line Simulating Nerve Axon , 1962, Proceedings of the IRE.

[2]  Frank Moss,et al.  Stochastic Resonance in an Electronic FitzHugh‐Nagumo Model a , 1993 .

[3]  A. Bulsara,et al.  STOCHASTIC RESONANCE IN A SUPERCONDUCTING LOOP WITH A JOSEPHSON JUNCTION , 1995 .

[4]  John P. Miller,et al.  Broadband neural encoding in the cricket cereal sensory system enhanced by stochastic resonance , 1996, Nature.

[5]  G. Parisi,et al.  Stochastic resonance in climatic change , 1982 .

[6]  Adi R. Bulsara,et al.  Tuning in to Noise , 1996 .

[7]  Wiesenfeld,et al.  Stochastic resonance on a circle. , 1994, Physical review letters.

[8]  Frank Moss,et al.  STOCHASTIC RESONANCE: TUTORIAL AND UPDATE , 1994 .

[9]  A. Longtin Stochastic resonance in neuron models , 1993 .

[10]  Sergey M. Bezrukov,et al.  Noise-induced enhancement of signal transduction across voltage-dependent ion channels , 1995, Nature.

[11]  Issler,et al.  Noise-induced switching and stochastic resonance in optically nonlinear CdS crystals. , 1994, Physical review. A, Atomic, molecular, and optical physics.

[12]  Peter Hänggi,et al.  Stochastic Nonlinear Dynamics Modulated by External Periodic Forces , 1989 .

[13]  B. Saleh,et al.  Signal-to-noise ratio improvement by stochastic resonance in a unidirectional photorefractive ring resonator. , 1996, Optics letters.

[14]  Mannella,et al.  Fast and precise algorithm for computer simulation of stochastic differential equations. , 1989, Physical review. A, General physics.

[15]  James E. Lukens,et al.  Flux amplification using stochastic superconducting quantum interference devices , 1995 .

[16]  Carson C. Chow,et al.  Stochastic resonance without tuning , 1995, Nature.

[17]  Jung,et al.  Threshold devices: Fractal noise and neural talk. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[18]  Riccardo Mannella,et al.  Linear response theory in stochastic resonance , 1993, chao-dyn/9308002.

[19]  Teich,et al.  Information measures quantifying aperiodic stochastic resonance. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[20]  Thomas T. Imhoff,et al.  Noise-enhanced information transmission in rat SA1 cutaneous mechanoreceptors via aperiodic stochastic resonance. , 1996, Journal of neurophysiology.

[21]  Frank Moss,et al.  Noise enhancement of information transfer in crayfish mechanoreceptors by stochastic resonance , 1993, Nature.

[22]  Jung,et al.  Amplification of small signals via stochastic resonance. , 1991, Physical review. A, Atomic, molecular, and optical physics.

[23]  M Stemmler,et al.  Lateral interactions in primary visual cortex: a model bridging physiology and psychophysics. , 1995, Science.

[24]  Peter Jung,et al.  Periodically driven stochastic systems , 1993 .

[25]  Roy,et al.  Observation of stochastic resonance in a ring laser. , 1988, Physical review letters.

[26]  Martinelli,et al.  Observation of stochastic resonance in bistable electron-paramagnetic-resonance systems. , 1991, Physical review letters.

[27]  E. Schwartz Methods in Neuronal Modelling. From Synapses to Networks edited by Christof Koch and Idan Segev, MIT Press, 1989. £40.50 (xii + 524 pages) ISBN 0 262 11133 0 , 1990, Trends in Neurosciences.

[28]  Carson C. Chow,et al.  Aperiodic stochastic resonance in excitable systems. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[29]  H. Kramers Brownian motion in a field of force and the diffusion model of chemical reactions , 1940 .

[30]  Bulsara,et al.  Time-interval sequences in bistable systems and the noise-induced transmission of information by sensory neurons. , 1991, Physical review letters.

[31]  N. Wax,et al.  Selected Papers on Noise and Stochastic Processes , 1955 .

[32]  J. Sharpe,et al.  Observation of stochastic resonance using an optically addressed amorphous silicon/ferroelectric liquid crystal spatial light modulator , 1995 .

[33]  Henry C. Tuckwell,et al.  Stochastic processes in the neurosciences , 1989 .

[34]  A. Hodgkin,et al.  A quantitative description of membrane current and its application to conduction and excitation in nerve , 1952, The Journal of physiology.

[35]  S. Fauve,et al.  Stochastic resonance in a bistable system , 1983 .

[36]  Luca Gammaitoni,et al.  Stochastic resonance in multi-threshold systems , 1995 .

[37]  P. Hänggi,et al.  Reaction-rate theory: fifty years after Kramers , 1990 .

[38]  Jung,et al.  Weak-noise limit of stochastic resonance. , 1994, Physical review letters.

[39]  A. Sutera,et al.  The mechanism of stochastic resonance , 1981 .

[40]  Catherine Nicolis,et al.  Stochastic aspects of climatic transitions—response to a periodic forcing , 1982 .

[41]  R. FitzHugh Impulses and Physiological States in Theoretical Models of Nerve Membrane. , 1961, Biophysical journal.

[42]  Peter Jung,et al.  STOCHASTIC RESONANCE AND OPTIMAL DESIGN OF THRESHOLD DETECTORS , 1995 .

[43]  Bulsara,et al.  Cooperative behavior in periodically driven noisy integrate-fire models of neuronal dynamics. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[44]  Zhou,et al.  Escape-time distributions of a periodically modulated bistable system with noise. , 1990, Physical review. A, Atomic, molecular, and optical physics.

[45]  F. Moss,et al.  Non-Dynamical Stochastic Resonance: Theory and Experiments with White and Arbitrarily Coloured Noise , 1995 .

[46]  Y. H. Zhuang,et al.  Stochastic resonance in a semiconductor distributed feedback laser , 1994 .

[47]  Chapeau-Blondeau,et al.  Stochastic resonance in a neuron model that transmits spike trains. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[48]  Bulsara,et al.  Threshold detection of wideband signals: A noise-induced maximum in the mutual information. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[49]  L. Schimansky-Geier,et al.  Stochastic resonance in bistable systems driven by harmonic noise. , 1994, Physical review letters.

[50]  Santucci,et al.  Stochastic resonance in bistable systems. , 1989, Physical review letters.

[51]  Wiesenfeld,et al.  Theory of stochastic resonance. , 1989, Physical review. A, General physics.

[52]  A. Bulsara,et al.  Stochastic resonance in a single neuron model: theory and analog simulation. , 1991, Journal of theoretical biology.

[53]  Dmitry G. Luchinsky,et al.  Noise-enhanced optical heterodyning in an all-optical bistable system , 1995 .

[54]  Mantegna,et al.  Stochastic resonance in a tunnel diode. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[55]  Dante R. Chialvo,et al.  Modulated noisy biological dynamics: Three examples , 1993 .

[56]  Ditto,et al.  Experimental observation of stochastic resonance in a magnetoelastic ribbon. , 1992, Physical review. A, Atomic, molecular, and optical physics.

[57]  Bulsara,et al.  Cooperative behavior in the periodically modulated Wiener process: Noise-induced complexity in a model neutron. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[58]  Kurt Wiesenfeld,et al.  Stochastic resonance and the benefits of noise: from ice ages to crayfish and SQUIDs , 1995, Nature.

[59]  L. Gammaitoni,et al.  Stochastic resonance and the dithering effect in threshold physical systems. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.