Collective stochastic coherence in recurrent neuronal networks

While we sleep, our neuronal networks sustain slow oscillations that are remarkably regular. Experiments on the cerebral cortex suggest that these oscillations optimize regularity in spite of synaptic noise—revealing a regime of stochastic coherence.

[1]  C. Koch,et al.  The origin of extracellular fields and currents — EEG, ECoG, LFP and spikes , 2012, Nature Reviews Neuroscience.

[2]  Mark D. McDonnell,et al.  The benefits of noise in neural systems: bridging theory and experiment , 2011, Nature Reviews Neuroscience.

[3]  H. Haken,et al.  Stochastic resonance without external periodic force. , 1993, Physical review letters.

[4]  E. Manjarrez,et al.  Internal stochastic resonance in the coherence between spinal and cortical neuronal ensembles in the cat , 2002, Neuroscience Letters.

[5]  J. M. Sancho,et al.  Spatiotemporal order out of noise , 2007 .

[6]  M. Mattia,et al.  Slow wave activity as the default mode of the cerebral cortex. , 2014, Archives italiennes de biologie.

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

[8]  Albert Compte,et al.  Spontaneous High-Frequency (10–80 Hz) Oscillations during Up States in the Cerebral Cortex In Vitro , 2008, The Journal of Neuroscience.

[9]  Maria V. Sanchez-Vives,et al.  Temperature modulation of slow and fast cortical rhythms. , 2010, Journal of neurophysiology.

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

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

[12]  R. Baayen,et al.  Mixed-effects modeling with crossed random effects for subjects and items , 2008 .

[13]  Ditto,et al.  Stochastic Resonance in a Neuronal Network from Mammalian Brain. , 1996, Physical review letters.

[14]  M. Steriade,et al.  Natural waking and sleep states: a view from inside neocortical neurons. , 2001, Journal of neurophysiology.

[15]  Maria V. Sanchez-Vives,et al.  Cellular Mechanisms of Long-Lasting Adaptation in Visual Cortical Neurons In Vitro , 2000, The Journal of Neuroscience.

[16]  J. Kurths,et al.  Coherence Resonance in a Noise-Driven Excitable System , 1997 .

[17]  G A Cecchi,et al.  Noise-induced memory in extended excitable systems. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[18]  Maria V. Sanchez-Vives,et al.  Exploring the spectrum of dynamical regimes and timescales in spontaneous cortical activity , 2012, Cognitive Neurodynamics.

[19]  Cerebral extracellular potassium concentration change and cerebral impedance change in short-term ischemia in gerbil. , 1986, The Bulletin of Tokyo Medical and Dental University.

[20]  D. McCormick Cholinergic and noradrenergic modulation of thalamocortical processing , 1989, Trends in Neurosciences.

[21]  J. T. Enright Temporal precision in circadian systems: a reliable neuronal clock from unreliable components? , 1980, Science.

[22]  Nikos K. Logothetis,et al.  Local field potentials, BOLD and spiking activity: Relationships and physiological mechanisms , 2010 .

[23]  L. Kaczmarek,et al.  Localization of the Na+‐activated K+ channel Slick in the rat central nervous system , 2005, The Journal of comparative neurology.

[24]  Huaguang Gu,et al.  Experimental observation of the stochastic bursting caused by coherence resonance in a neural pacemaker , 2002, Neuroreport.

[25]  Pablo Balenzuela,et al.  Role of chemical synapses in coupled neurons with noise. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[26]  Marcello Massimini,et al.  Spatial Buffering during Slow and Paroxysmal Sleep Oscillations in Cortical Networks of Glial Cells In Vivo , 2002, The Journal of Neuroscience.

[27]  Misha Tsodyks,et al.  The Emergence of Up and Down States in Cortical Networks , 2006, PLoS Comput. Biol..

[28]  D. McCormick,et al.  Turning on and off recurrent balanced cortical activity , 2003, Nature.

[29]  Maria V. Sanchez-Vives,et al.  Cellular and network mechanisms of rhythmic recurrent activity in neocortex , 2000, Nature Neuroscience.

[30]  Albert Compte,et al.  Inhibitory modulation of cortical up states. , 2010, Journal of neurophysiology.

[31]  M. Elowitz,et al.  Modeling a synthetic multicellular clock: repressilators coupled by quorum sensing. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[32]  Hilbert J. Kappen,et al.  Irregular Dynamics in Up and Down Cortical States , 2010, PloS one.

[33]  Y. Horikawa Coherence resonance with multiple peaks in a coupled FitzHugh-Nagumo model. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[34]  R. Yuste,et al.  Attractor dynamics of network UP states in the neocortex , 2003, Nature.

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

[36]  M. Steriade,et al.  A novel slow (< 1 Hz) oscillation of neocortical neurons in vivo: depolarizing and hyperpolarizing components , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[37]  Nicolas Brunel,et al.  Encoding of Naturalistic Stimuli by Local Field Potential Spectra in Networks of Excitatory and Inhibitory Neurons , 2008, PLoS Comput. Biol..

[38]  X. Wang,et al.  Synaptic Basis of Cortical Persistent Activity: the Importance of NMDA Receptors to Working Memory , 1999, The Journal of Neuroscience.

[39]  V. Mountcastle Perceptual Neuroscience: The Cerebral Cortex , 1998 .

[40]  M. V. Sanchez-Vives,et al.  Spontaneous Rhythmic Activity in the Adult Cerebral Cortex In Vitro , 2012 .

[41]  Dmitry E. Postnov,et al.  INTERACTING COHERENCE RESONANCE OSCILLATORS , 1999 .

[42]  Néstor Parga,et al.  Network Model of Spontaneous Activity Exhibiting Synchronous Transitions Between Up and Down States , 2007, Front. Neurosci..

[43]  Maria V. Sanchez-Vives,et al.  Cellular and network mechanisms of slow oscillatory activity (<1 Hz) and wave propagations in a cortical network model. , 2003, Journal of neurophysiology.

[44]  W. Stacey,et al.  Stochastic resonance improves signal detection in hippocampal CA1 neurons. , 2000, Journal of neurophysiology.

[45]  T. Sejnowski,et al.  Potassium model for slow (2-3 Hz) in vivo neocortical paroxysmal oscillations. , 2004, Journal of neurophysiology.

[46]  M. Mattia,et al.  Population dynamics of interacting spiking neurons. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[47]  J. García-Ojalvo,et al.  Effects of noise in excitable systems , 2004 .

[48]  T. Sejnowski,et al.  Model of Thalamocortical Slow-Wave Sleep Oscillations and Transitions to Activated States , 2002, The Journal of Neuroscience.

[49]  Gustavo Deco,et al.  Effective Reduced Diffusion-Models: A Data Driven Approach to the Analysis of Neuronal Dynamics , 2009, PLoS Comput. Biol..

[50]  P. Fries Rhythms for Cognition: Communication through Coherence , 2015, Neuron.

[51]  J. Leite,et al.  Synaptic plasticity along the sleep–wake cycle: Implications for epilepsy , 2009, Epilepsy & Behavior.

[52]  Alessandro Barardi,et al.  Phase-Coherence Transitions and Communication in the Gamma Range between Delay-Coupled Neuronal Populations , 2014, PLoS Comput. Biol..

[53]  K. Eguchi,et al.  Enhancement during REM sleep of extracellular potassium ion activity in the reticular formation , 1979, Brain Research.

[54]  Charles J. Wilson,et al.  Spontaneous subthreshold membrane potential fluctuations and action potential variability of rat corticostriatal and striatal neurons in vivo. , 1997, Journal of neurophysiology.

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