Emergence of target waves in neuronal networks due to diverse forcing currents

The electric activities of neurons could be changed when ion channel block occurs in the neurons. External forcing currents with diversity are imposed on the regular network of Hodgkin-Huxley (HH) neuron, and target waves are induced to occupy the network. The forcing current I1 is imposed on neurons in a local region with m0×m0 nodes in the network, neurons in other nodes are imposed with another forcing current I2. Target wave could be developed to occupy the network when the gradient forcing current (I1–I2) exceeds certain threshold, and the formation of target wave is independent of the selection of boundary condition. It is also found that the developed target wave can decrease the negative effect of ion channel block and suppress the spiral wave, and thus channel noise is also considered. The potential mechanism of formation of target wave could be that the gradient forcing current (I1–I2) generates quasi-periodical signal in local area, and the propagation of quasi-periodical signal induces target-like wave due to mutual coupling among neurons in the network.

[1]  Ma Jun,et al.  Spiral Wave in Small-World Networks of Hodgkin-Huxley Neurons , 2010 .

[2]  Wulfram Gerstner,et al.  SPIKING NEURON MODELS Single Neurons , Populations , Plasticity , 2002 .

[3]  Dominique M. Durand,et al.  Stochastic Resonance Can Enhance Information Transmission in Neural Networks , 2011, IEEE Transactions on Biomedical Engineering.

[4]  Feng Liu,et al.  Impact of spatially correlated noise on neuronal firing. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[5]  Claudio J. Tessone,et al.  Diversity-induced resonance in a model for opinion formation , 2008, 0808.0522.

[6]  V. Latora,et al.  Complex networks: Structure and dynamics , 2006 .

[7]  Jiqian Zhang,et al.  Firing patterns transition induced by system size in coupled Hindmarsh-Rose neural system , 2011, Neurocomputing.

[8]  Spike timing precision for a neuronal array with periodic signal , 2001 .

[9]  Jun Ma,et al.  Channel noise-induced phase transition of spiral wave in networks of Hodgkin-Huxley neurons , 2011 .

[10]  Hao Wu,et al.  Delay-enhanced spatiotemporal order in coupled neuronal systems. , 2010, Chaos.

[11]  Jiqian Zhang,et al.  Modulation on the collective response behavior by the system size in two-dimensional coupled cell systems , 2006 .

[12]  S. Solla,et al.  Self-sustained activity in a small-world network of excitable neurons. , 2003, Physical review letters.

[13]  M. Perc,et al.  Gap Junctions and Epileptic Seizures – Two Sides of the Same Coin? , 2011, PloS one.

[14]  P Hänggi,et al.  Effect of channel block on the spiking activity of excitable membranes in a stochastic Hodgkin–Huxley model , 2004, Physical biology.

[15]  Fox,et al.  Emergent collective behavior in large numbers of globally coupled independently stochastic ion channels. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[16]  Matjaz Perc,et al.  Effects of correlated Gaussian noise on the mean firing rate and correlations of an electrically coupled neuronal network. , 2010, Chaos.

[17]  Huaguang Gu,et al.  Spiral Waves and Multiple Spatial Coherence Resonances Induced by Colored Noise in Neuronal Network , 2012 .

[18]  Wei Wang,et al.  Frequency sensitivity in weak signal detection , 1999 .

[19]  Matjaz Perc,et al.  Multiple firing coherence resonances in excitatory and inhibitory coupled neurons , 2012, 1202.3539.

[20]  Jean-Pierre Eckmann,et al.  The physics of living neural networks , 2007, 1007.5465.

[21]  Matjaž Perc,et al.  Pacemaker-driven stochastic resonance on diffusive and complex networks of bistable oscillators , 2008 .

[22]  M. Perc,et al.  Complex synchronous behavior in interneuronal networks with delayed inhibitory and fast electrical synapses. , 2012, Physical review. E, Statistical, nonlinear, and soft matter physics.

[23]  Wuyin Jin,et al.  Spiral wave death, breakup induced by ion channel poisoning on regular Hodgkin–Huxley neuronal networks , 2012 .

[24]  Guanrong Chen,et al.  Impact of delays and rewiring on the dynamics of small-world neuronal networks with two types of coupling , 2010 .

[25]  Jia Ya,et al.  Breakup of Spiral Waves in Coupled Hindmarsh–Rose Neurons , 2008 .

[26]  Feng Liu,et al.  Propagation of firing rate in a feed-forward neuronal network. , 2006, Physical review letters.

[27]  Hanshuang Chen,et al.  Selective effects of noise by stochastic multi-resonance in coupled cells system , 2008 .

[28]  Tai Sing Lee,et al.  Optimal synchrony state for maximal information transmission , 2004, Neuroreport.

[29]  Jun Ma,et al.  Detection of ordered wave in the networks of neurons with changeable connection , 2013 .

[30]  Hanshuang Chen,et al.  Diversity-induced coherence resonance in spatially extended chaotic systems. , 2008, Physical review. E, Statistical, nonlinear, and soft matter physics.

[31]  James P Keener,et al.  Perturbation analysis of spontaneous action potential initiation by stochastic ion channels. , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.

[32]  F. Liu,et al.  Resonance-enhanced signal detection and transduction in the Hodgkin-Huxley neuronal systems. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[33]  Huaguang Gu,et al.  Parameter Diversity Induced Multiple Spatial Coherence Resonances and Spiral Waves in Neuronal Network with and Without Noise , 2012 .

[34]  Matjaz Perc,et al.  Controlling the spontaneous spiking regularity via channel blocking on Newman-Watts networks of Hodgkin-Huxley neurons , 2009, 0905.3084.

[35]  Jun Ma,et al.  Detecting the breakup of spiral waves in small-world networks of neurons due to channel block , 2012 .

[36]  D. Hennig,et al.  Wave transmission in nonlinear lattices , 1999 .

[37]  Jürgen Kurths,et al.  Noise-induced synchronization and coherence resonance of a Hodgkin-Huxley model of thermally sensitive neurons. , 2003, Chaos.

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

[39]  M. Ozer,et al.  Stochastic resonance on Newman–Watts networks of Hodgkin–Huxley neurons with local periodic driving , 2009 .

[40]  P Hänggi,et al.  Capacitance fluctuations causing channel noise reduction in stochastic Hodgkin–Huxley systems , 2006, Physical biology.

[41]  C. Tessone,et al.  Stochastic resonance in an extended FitzHugh–Nagumo system: The role of selective coupling , 2006, cond-mat/0607689.

[42]  Matjaz Perc,et al.  Emergence of target waves in paced populations of cyclically competing species , 2009, 0908.0563.

[43]  Guanrong Chen,et al.  Synchronous Bursts on Scale-Free Neuronal Networks with Attractive and Repulsive Coupling , 2010, PloS one.

[44]  Eugene M. Izhikevich,et al.  Which model to use for cortical spiking neurons? , 2004, IEEE Transactions on Neural Networks.

[45]  Zhonghuai Hou,et al.  Transition to burst synchronization in coupled neuron networks. , 2008, Physical review. E, Statistical, nonlinear, and soft matter physics.

[46]  Matjaž Perc,et al.  Pacemaker-guided noise-induced spatial periodicity in excitable media , 2009 .

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

[48]  M. Perc Stochastic resonance on excitable small-world networks via a pacemaker. , 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.

[49]  Raúl Toral,et al.  Diversity-induced resonance. , 2006, Physical review letters.

[50]  Hanshuang Chen,et al.  Enhancement of neuronal coherence by diversity in coupled Rulkov-map models , 2008 .

[51]  Huaguang Gu,et al.  Multiple spatial coherence resonance induced by the stochastic signal in neuronal networks near a saddle-node bifurcation , 2010 .

[52]  J. Fell,et al.  The role of phase synchronization in memory processes , 2011, Nature Reviews Neuroscience.

[53]  A. Selverston,et al.  Dynamical principles in neuroscience , 2006 .

[54]  A. Olemskoi,et al.  The theory of spatiotemporal pattern in nonequilibrium systems , 2000 .