Abstract
Travelling wave solutions of integro-differential equations for modeling one-dimensional neuronal networks, are studied. Under moderate continuity assumptions, necessary and sufficient conditions for the existence and uniqueness of monotone increasing (decreasing) Travelling wave solutions are established. Some faults in previous studies are corrected.
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References
Arnold, V. Ordinary Differential Equations. The MIT Press, Cambridge, 1973
Ermentrout, G.B. Neural networks as spatio-temporal pattern-forming systems. Rep. Prog. Phys., 61: 353–430 (1998)
Ermentrout, G.B., Terman, D.H. Mathematical Foundations of Neuroscience. Springer-Verlag, New York, 2010
Enculescu, M. A note on Travelling fronts and pulses in a firing rate model of a neuronal network. Physica D: Nonlinear Phenomena., 196: 362–386 (2004)
Guckenheimer, J., Holmes, P. Nonlinear Oscillations, Dynamical Systems and Bifurcations of Vector Fields. Springer-Verlag, New York, 1983
Izhikevich, E.M. Dynamical Systems in Neuroscience: The Geometry of Excitability and Bursting. The MIT Press, Cambridge, 2007
Lv, G., Wang, M. Travelling waves of some integral-differential equations arising from neuronal networks with oscillatory kernels. J. Math. Anal. Applic., 370: 82–100 (2010)
Osan, R., Rubin, J., Curtu, R., Ermentrout, G.B. Travelling waves in a one-dimensional integrate-and-fire neural network with finite support connectivity. Neurocomputing, 52–54: 869–875 (2003)
Osan, R., Rubin, J., Ermentrout, G.B. Regular Travelling waves in a one-dimensional network of theta neurons. SIAM J. Appl. Math., 62: 1197–1221 (2002)
Roquejoffre, J.M., Terman, D.H. The asymptotic stability of a Travelling wave solution arising from a combustion model. Nonlinear Anal., 22: 137–154 (1994)
Terman, D.H. An Introduction to Dynamical Systems and Neuronal Dynamics. Springer-Verlag, Berlin, 2005
Terman, D.H., Ermentrout, G.B., Yew, A.C. Propagating activity patterns in thalamic neuronal networks. SIAM J. Appl. Math., 61: 1578–1604 (2001)
Terman, D.H., Lee, E. Partial synchronization in a network of neural oscillators. SIAM J. Appl. Math., 57: 252–293 (1997).
Terman, D.H., Wang, D. Global competition and local cooperation in a network of neural oscillators. Physica D, 81: 148–176 (1995)
Wilson, H.R, Cowan, J.D. Excitatory and inhibitory interactions in localized populations of model neurons. Biophysical J., 12: 1–24 (1972)
Zhang, L. Existence and Exponential Stability of Travelling Wave Solutions of Neuronal Network Equations. Ph. D. Thesis, The Ohio State University, 1999
Zhang, L. Existence, uniqueness and exponential stability of Travelling wave solutions of some integral differential equations arising from neuronal networks. J. Differential Equations, 197: 162–196 (2004)
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This work was supported in part by the Natural Sciences and Engineering Research Council of Canada.
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Hao, H., Vaillancourt, R. Travelling wave solutions of integro-differential equations of one-dimensional neuronal networks. Acta Math. Appl. Sin. Engl. Ser. 31, 767–782 (2015). https://doi.org/10.1007/s10255-015-0504-2
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DOI: https://doi.org/10.1007/s10255-015-0504-2