Theoretical analysis of destabilization resonances in time-delayed stochastic second-order dynamical systems and some implications for human motor control.

A linear stochastic delay differential equation of second order is studied that can be regarded as a Kramers model with time delay. An analytical expression for the stationary probability density is derived in terms of a Gaussian distribution. In particular, the variance as a function of the time delay is computed analytically for several parameter regimes. Strikingly, in the parameter regime close to the parameter regime in which the deterministic system exhibits Hopf bifurcations, we find that the variance as a function of the time delay exhibits a sequence of pronounced peaks. These peaks are interpreted as delay-induced destabilization resonances arising from oscillatory ghost instabilities. On the basis of the obtained theoretical findings, reinterpretations of previous human motor control studies and predictions for future human motor control studies are provided.

[1]  Robert J. Peterka,et al.  Postural control model interpretation of stabilogram diffusion analysis , 2000, Biological Cybernetics.

[2]  Fathalla A. Rihan,et al.  Numerical modelling in biosciences using delay differential equations , 2000 .

[3]  T. Frank Analytical results for fundamental time-delayed feedback systems subjected to multiplicative noise. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[4]  R. Friedrich,et al.  On reducible nonlinear time-delayed stochastic systems: fluctuation–dissipation relations, transitions to bistability, and secondary transitions to non-stationarity , 2005 .

[5]  P. Matthews Relationship of firing intervals of human motor units to the trajectory of post‐spike after‐hyperpolarization and synaptic noise. , 1996, The Journal of physiology.

[6]  Wolf Bayer,et al.  Chaos proved for a second-order difference differential equation , 2002 .

[7]  John G Milton,et al.  On-off intermittency in a human balancing task. , 2002, Physical review letters.

[8]  R. Lang,et al.  External optical feedback effects on semiconductor injection laser properties , 1980 .

[9]  LAWRENCE STARK,et al.  Pupil Unrest: An Example of Noise in a Biological Servomechanism , 1958, Nature.

[10]  Wolf Bayer,et al.  Oscillation Types and Bifurcations of a Nonlinear Second-Order Differential-Difference Equation , 1998 .

[11]  Sompolinsky,et al.  Cooperative dynamics in visual processing. , 1991, Physical review. A, Atomic, molecular, and optical physics.

[12]  A. Opstal Dynamic Patterns: The Self-Organization of Brain and Behavior , 1995 .

[13]  Laurent Larger,et al.  Subcritical Hopf bifurcation in dynamical systems described by a scalar nonlinear delay differential equation. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[14]  K. Ikeda,et al.  Instability Leading to Periodic and Chaotic Self-Pulsations in a Bistable Optical Cavity , 1982 .

[15]  L. Tsimring,et al.  Noise-induced dynamics in bistable systems with delay. , 2001, Physical review letters.

[16]  A. Hutt Effects of nonlocal feedback on traveling fronts in neural fields subject to transmission delay. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[17]  P J Beek,et al.  Stationary solutions of linear stochastic delay differential equations: applications to biological systems. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[18]  T. Frank Delay Fokker-Planck equations, perturbation theory, and data analysis for nonlinear stochastic systems with time delays. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[19]  E Schöll,et al.  Delayed feedback as a means of control of noise-induced motion. , 2003, Physical review letters.

[20]  Uwe Küchler,et al.  Langevins stochastic differential equation extended by a time-delayed term , 1992 .

[21]  R. R. Neptune,et al.  Muscle Activation and Deactivation Dynamics: The Governing Properties in Fast Cyclical Human Movement Performance? , 2001, Exercise and sport sciences reviews.

[22]  M. Cáceres,et al.  Functional characterization of linear delay Langevin equations. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[23]  M. Rosenblum,et al.  Controlling synchronization in an ensemble of globally coupled oscillators. , 2004, Physical review letters.

[24]  Yanqing Chen,et al.  Long Memory Processes ( 1 / f α Type) in Human Coordination , 1997 .

[25]  Kestutis Pyragas Continuous control of chaos by self-controlling feedback , 1992 .

[26]  Lawrence Stark,et al.  A model for nonlinear stochastic behavior of the pupil , 1982, Biological Cybernetics.

[27]  Fumihiko Ishida,et al.  Human hand moves proactively to the external stimulus: an evolutional strategy for minimizing transient error. , 2004, Physical review letters.

[28]  Villermaux Memory-induced low frequency oscillations in closed convection boxes. , 1995, Physical review letters.

[29]  R. D. Driver,et al.  Ordinary and Delay Differential Equations , 1977 .

[30]  J. D. Cooke,et al.  Sinusoidal forearm tracking with delayed visual feedback I. Dependence of the tracking error on the relative delay , 1998, Experimental Brain Research.

[31]  T. D. Frank,et al.  Delay- and noise-induced transitions: a case study for a Hongler model with time delay [rapid communication] , 2005 .

[32]  H. Risken The Fokker-Planck equation : methods of solution and applications , 1985 .

[33]  Laurent Larger,et al.  Ikeda Hopf bifurcation revisited , 2004 .

[34]  Michael Schanz,et al.  Analytical and numerical investigations of the phase-locked loop with time delay. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[35]  M. Mackey,et al.  Oscillatory modes in a nonlinear second-order differential equation with delay , 1990 .

[36]  Longtin,et al.  Noise and critical behavior of the pupil light reflex at oscillation onset. , 1990, Physical review. A, Atomic, molecular, and optical physics.

[37]  Mingzhou Ding,et al.  Will a large complex system with time delays be stable? , 2004, Physical review letters.

[38]  Peter J. Beek,et al.  Identifying and comparing states of time-delayed systems: phase diagrams and applications to human motor control systems [rapid communication] , 2005 .

[39]  G. Stépán Retarded dynamical systems : stability and characteristic functions , 1989 .

[40]  K Vasilakos,et al.  Effects of noise on a delayed visual feedback system. , 1993, Journal of theoretical biology.

[41]  A. Longtin,et al.  Small delay approximation of stochastic delay differential equations , 1999 .

[42]  Milton,et al.  Delayed random walks. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[43]  Longtin,et al.  Rate processes in a delayed, stochastically driven, and overdamped system , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[44]  Sue Ann Campbell,et al.  Complex dynamics and multistability in a damped harmonic oscillator with delayed negative feedback. , 1995, Chaos.

[45]  Christian Hauptmann,et al.  Effective desynchronization by nonlinear delayed feedback. , 2005, Physical review letters.

[46]  Daniel M. Wolpert,et al.  Making smooth moves , 2022 .

[47]  Hideo Hasegawa,et al.  Augmented moment method for stochastic ensembles with delayed couplings. II. FitzHugh-Nagumo model. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[48]  L. Glass,et al.  Oscillation and chaos in physiological control systems. , 1977, Science.

[49]  M. Mackey,et al.  Solution moment stability in stochastic differential delay equations. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[50]  Tass,et al.  Delay-induced transitions in visually guided movements. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[51]  J. Milton,et al.  Noise-induced transitions in human postural sway. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[52]  K. Cooke,et al.  Discrete delay, distributed delay and stability switches , 1982 .

[53]  C Masoller Distribution of residence times of time-delayed bistable systems driven by noise. , 2003, Physical review letters.

[54]  H. Haken Principles of brain functioning , 1995 .

[55]  John G. Milton,et al.  Limit cycles, tori, and complex dynamics in a second-order differential equation with delayed negative feedback , 1995 .

[56]  Mikhailov,et al.  Delay-induced chaos in catalytic surface reactions: NO reduction on Pt(100). , 1995, Physical review letters.

[57]  T. Frank,et al.  Delay Fokker-Planck equations, Novikov's theorem, and Boltzmann distributions as small delay approximations. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[58]  Mark W. Spong,et al.  Bilateral control of teleoperators with time delay , 1989 .

[59]  P J Beek,et al.  Fokker-Planck perspective on stochastic delay systems: exact solutions and data analysis of biological systems. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[60]  G. J. Lehman,et al.  Muscle recruitment patterns during the prone leg extension , 2004, BMC Musculoskeletal Disorders.

[61]  Bernd Krauskopf,et al.  Complex balancing motions of an inverted pendulum subject to delayed feedback control , 2004 .

[62]  F. G. Boese The stability chart for the linearized Cushing equation with a discrete delay and with gamma-distributed delays , 1989 .

[63]  Andreas Daffertshofer,et al.  Relative phase dynamics in perturbed interlimb coordination: stability and stochasticity , 2000, Biological Cybernetics.

[64]  Fathalla A. Rihan,et al.  Modelling and analysis of time-lags in some basic patterns of cell proliferation , 1998, Journal of mathematical biology.

[65]  Karl U. Smith Delayed sensory feedback and behavior , 1962 .