Skip to main content
Top
Published in: Cognitive Neurodynamics 6/2018

14-07-2018 | Original Research

Complex dynamics of a neuron model with discontinuous magnetic induction and exposed to external radiation

Authors: Fatemeh Parastesh, Karthikeyan Rajagopal, Anitha Karthikeyan, Ahmed Alsaedi, Tasawar Hayat, Viet-Thanh Pham

Published in: Cognitive Neurodynamics | Issue 6/2018

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The last two decades have seen many literatures on the mathematical and computational analysis of neuronal activities resulting in many mathematical models to describe neuron. Many of those models have described the membrane potential of a neuron in terms of the leakage current and the synaptic inputs. Only recently researchers have proposed a new neuron model based on the electromagnetic induction theorem, which considers inner magnetic fluctuation and external electromagnetic radiation as a significant missing part that can participate in neural activity. While the flux coupling of the membrane is considered equivalent to a memductance function of a memristor, standard memductance model of \(\alpha + 3\beta \phi^{2}\) has been used in the literatures, but in this paper we propose a new memductance function based on discontinuous flux coupling. Various dynamical properties of the neuron model with discontinuous flux coupling are studied and interestingly the proposed model shows hyperchaotic behavior which was not identified in the literatures. Furthermore, we consider a ring network of the proposed model and investigate whether the chimera state can emerge. The chimera state relates to the state with simultaneously coherence and incoherence in oscillatory networks and has received much attention in recent years.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
go back to reference Abrams DM, Strogatz SH (2004) Chimera states for coupled oscillators. Phys Rev Lett 93:174102CrossRef Abrams DM, Strogatz SH (2004) Chimera states for coupled oscillators. Phys Rev Lett 93:174102CrossRef
go back to reference Belykh V, Belykh I, Colding-Jørgensen M, Mosekilde E (2000) Homoclinic bifurcations leading to the emergence of bursting oscillations in cell models. Eur Phys J E 3:205–219CrossRef Belykh V, Belykh I, Colding-Jørgensen M, Mosekilde E (2000) Homoclinic bifurcations leading to the emergence of bursting oscillations in cell models. Eur Phys J E 3:205–219CrossRef
go back to reference Braun HA, Schäfer K, Voigt K, Peters R, Bretschneider F, Pei X et al (1997) Low-dimensional dynamics in sensory biology 1: thermally sensitive electroreceptors of the catfish. J Comput Neurosci 4:335–347CrossRef Braun HA, Schäfer K, Voigt K, Peters R, Bretschneider F, Pei X et al (1997) Low-dimensional dynamics in sensory biology 1: thermally sensitive electroreceptors of the catfish. J Comput Neurosci 4:335–347CrossRef
go back to reference Braun HA, Schwabedal J, Dewald M, Finke C, Postnova S, Huber MT et al (2011) Noise-induced precursors of tonic-to-bursting transitions in hypothalamic neurons and in a conductance-based model. Chaos Interdiscip J Nonlinear Sci 21:047509CrossRef Braun HA, Schwabedal J, Dewald M, Finke C, Postnova S, Huber MT et al (2011) Noise-induced precursors of tonic-to-bursting transitions in hypothalamic neurons and in a conductance-based model. Chaos Interdiscip J Nonlinear Sci 21:047509CrossRef
go back to reference Coombes S, Osbaldestin AH (2000) Period-adding bifurcations and chaos in a periodically stimulated excitable neural relaxation oscillator. Phys Rev E 62:4057CrossRef Coombes S, Osbaldestin AH (2000) Period-adding bifurcations and chaos in a periodically stimulated excitable neural relaxation oscillator. Phys Rev E 62:4057CrossRef
go back to reference Dtchetgnia Djeundam S, Yamapi R, Kofane T, Aziz-Alaoui M (2013) Deterministic and stochastic bifurcations in the Hindmarsh–Rose neuronal model. Chaos Interdiscip J Nonlinear Sci 23:033125CrossRef Dtchetgnia Djeundam S, Yamapi R, Kofane T, Aziz-Alaoui M (2013) Deterministic and stochastic bifurcations in the Hindmarsh–Rose neuronal model. Chaos Interdiscip J Nonlinear Sci 23:033125CrossRef
go back to reference Dudkowski D, Maistrenko Y, Kapitaniak T (2014) Different types of chimera states: an interplay between spatial and dynamical chaos. Phys Rev E 90:032920CrossRef Dudkowski D, Maistrenko Y, Kapitaniak T (2014) Different types of chimera states: an interplay between spatial and dynamical chaos. Phys Rev E 90:032920CrossRef
go back to reference Dudkowski D, Maistrenko Y, Kapitaniak T (2016) Occurrence and stability of chimera states in coupled externally excited oscillators. Chaos Interdiscip J Nonlinear Sci 26:116306CrossRef Dudkowski D, Maistrenko Y, Kapitaniak T (2016) Occurrence and stability of chimera states in coupled externally excited oscillators. Chaos Interdiscip J Nonlinear Sci 26:116306CrossRef
go back to reference González-Miranda JM (2003) Observation of a continuous interior crisis in the Hindmarsh–Rose neuron model. Chaos Interdiscip J Nonlinear Sci 13:845–852CrossRef González-Miranda JM (2003) Observation of a continuous interior crisis in the Hindmarsh–Rose neuron model. Chaos Interdiscip J Nonlinear Sci 13:845–852CrossRef
go back to reference González-Miranda J (2007) Complex bifurcation structures in the Hindmarsh–Rose neuron model. Int J Bifurc Chaos 17:3071–3083CrossRef González-Miranda J (2007) Complex bifurcation structures in the Hindmarsh–Rose neuron model. Int J Bifurc Chaos 17:3071–3083CrossRef
go back to reference Gu H, Yang M, Li L, Liu Z, Ren W (2003) Dynamics of autonomous stochastic resonance in neural period adding bifurcation scenarios. Phys Lett A 319:89–96CrossRef Gu H, Yang M, Li L, Liu Z, Ren W (2003) Dynamics of autonomous stochastic resonance in neural period adding bifurcation scenarios. Phys Lett A 319:89–96CrossRef
go back to reference Gu H, Pan B, Chen G, Duan L (2014) Biological experimental demonstration of bifurcations from bursting to spiking predicted by theoretical models. Nonlinear Dyn 78:391–407CrossRef Gu H, Pan B, Chen G, Duan L (2014) Biological experimental demonstration of bifurcations from bursting to spiking predicted by theoretical models. Nonlinear Dyn 78:391–407CrossRef
go back to reference Hindmarsh JL, Rose R (1984) A model of neuronal bursting using three coupled first order differential equations. Proc R Soc Lond B 221:87–102CrossRef Hindmarsh JL, Rose R (1984) A model of neuronal bursting using three coupled first order differential equations. Proc R Soc Lond B 221:87–102CrossRef
go back to reference Hizanidis J, Kanas VG, Bezerianos A, Bountis T (2014) Chimera states in networks of nonlocally coupled Hindmarsh–Rose neuron models. Int J Bifurc Chaos 24:1450030CrossRef Hizanidis J, Kanas VG, Bezerianos A, Bountis T (2014) Chimera states in networks of nonlocally coupled Hindmarsh–Rose neuron models. Int J Bifurc Chaos 24:1450030CrossRef
go back to reference Innocenti G, Morelli A, Genesio R, Torcini A (2007) Dynamical phases of the Hindmarsh–Rose neuronal model: studies of the transition from bursting to spiking chaos. Chaos Interdiscip J Nonlinear Sci 17:043128CrossRef Innocenti G, Morelli A, Genesio R, Torcini A (2007) Dynamical phases of the Hindmarsh–Rose neuronal model: studies of the transition from bursting to spiking chaos. Chaos Interdiscip J Nonlinear Sci 17:043128CrossRef
go back to reference Izhikevich EM (2004) Which model to use for cortical spiking neurons? IEEE Trans Neural Netw 15:1063–1070CrossRef Izhikevich EM (2004) Which model to use for cortical spiking neurons? IEEE Trans Neural Netw 15:1063–1070CrossRef
go back to reference Kapitaniak T, Kuzma P, Wojewoda J, Czolczynski K, Maistrenko Y (2014) Imperfect chimera states for coupled pendula. Sci Rep 4:6379CrossRef Kapitaniak T, Kuzma P, Wojewoda J, Czolczynski K, Maistrenko Y (2014) Imperfect chimera states for coupled pendula. Sci Rep 4:6379CrossRef
go back to reference Lu Q, Gu H, Yang Z, Shi X, Duan L, Zheng Y (2008) Dynamics of firing patterns, synchronization and resonances in neuronal electrical activities: experiments and analysis. Acta Mech Sin 24:593–628CrossRef Lu Q, Gu H, Yang Z, Shi X, Duan L, Zheng Y (2008) Dynamics of firing patterns, synchronization and resonances in neuronal electrical activities: experiments and analysis. Acta Mech Sin 24:593–628CrossRef
go back to reference Lv M, Ma J (2016) Multiple modes of electrical activities in a new neuron model under electromagnetic radiation. Neurocomputing 205:375–381CrossRef Lv M, Ma J (2016) Multiple modes of electrical activities in a new neuron model under electromagnetic radiation. Neurocomputing 205:375–381CrossRef
go back to reference Lv M, Wang C, Ren G, Ma J, Song X (2016) Model of electrical activity in a neuron under magnetic flow effect. Nonlinear Dyn 85:1479–1490CrossRef Lv M, Wang C, Ren G, Ma J, Song X (2016) Model of electrical activity in a neuron under magnetic flow effect. Nonlinear Dyn 85:1479–1490CrossRef
go back to reference Ma J, Tang J (2015) A review for dynamics of collective behaviors of network of neurons. Sci China Technol Sci 58:2038–2045CrossRef Ma J, Tang J (2015) A review for dynamics of collective behaviors of network of neurons. Sci China Technol Sci 58:2038–2045CrossRef
go back to reference Ma J, Tang J (2017) A review for dynamics in neuron and neuronal network. Nonlinear Dyn 89:1569–1578CrossRef Ma J, Tang J (2017) A review for dynamics in neuron and neuronal network. Nonlinear Dyn 89:1569–1578CrossRef
go back to reference Ma J, Wang Y, Wang C, Xu Y, Ren G (2017) Mode selection in electrical activities of myocardial cell exposed to electromagnetic radiation. Chaos Solitons Fractals 99:219–225CrossRef Ma J, Wang Y, Wang C, Xu Y, Ren G (2017) Mode selection in electrical activities of myocardial cell exposed to electromagnetic radiation. Chaos Solitons Fractals 99:219–225CrossRef
go back to reference Majhi S, Perc M, Ghosh D (2016) Chimera states in uncoupled neurons induced by a multilayer structure. Sci Rep 6:39033CrossRef Majhi S, Perc M, Ghosh D (2016) Chimera states in uncoupled neurons induced by a multilayer structure. Sci Rep 6:39033CrossRef
go back to reference Majhi S, Perc M, Ghosh D (2017) Chimera states in a multilayer network of coupled and uncoupled neurons. Chaos Interdiscip J Nonlinear Sci 27:073109CrossRef Majhi S, Perc M, Ghosh D (2017) Chimera states in a multilayer network of coupled and uncoupled neurons. Chaos Interdiscip J Nonlinear Sci 27:073109CrossRef
go back to reference Mishra A, Saha S, Ghosh D, Osipov GV, Dana SK (2017) Traveling chimera pattern in a neuronal network under local gap junctional and nonlocal chemical synaptic interactions. Opera Medica Physiol 3:14–18 Mishra A, Saha S, Ghosh D, Osipov GV, Dana SK (2017) Traveling chimera pattern in a neuronal network under local gap junctional and nonlocal chemical synaptic interactions. Opera Medica Physiol 3:14–18
go back to reference Moujahid A, d’Anjou A, Torrealdea F, Torrealdea F (2011) Efficient synchronization of structurally adaptive coupled Hindmarsh–Rose neurons. Chaos Solitons Fractals 44:929–933CrossRef Moujahid A, d’Anjou A, Torrealdea F, Torrealdea F (2011) Efficient synchronization of structurally adaptive coupled Hindmarsh–Rose neurons. Chaos Solitons Fractals 44:929–933CrossRef
go back to reference Omelchenko I, Provata A, Hizanidis J, Schöll E, Hövel P (2015) Robustness of chimera states for coupled FitzHugh–Nagumo oscillators. Phys Rev E 91:022917CrossRef Omelchenko I, Provata A, Hizanidis J, Schöll E, Hövel P (2015) Robustness of chimera states for coupled FitzHugh–Nagumo oscillators. Phys Rev E 91:022917CrossRef
go back to reference Parastesh F, Jafari S, Azarnoush H, Hatef B, Bountis A (2018) Imperfect chimeras in a ring of four-dimensional simplified Lorenz systems. Chaos Solitons Fractals 110:203–208CrossRef Parastesh F, Jafari S, Azarnoush H, Hatef B, Bountis A (2018) Imperfect chimeras in a ring of four-dimensional simplified Lorenz systems. Chaos Solitons Fractals 110:203–208CrossRef
go back to reference Schmidt A, Kasimatis T, Hizanidis J, Provata A, Hövel P (2017) Chimera patterns in two-dimensional networks of coupled neurons. Phys Rev E 95:032224CrossRef Schmidt A, Kasimatis T, Hizanidis J, Provata A, Hövel P (2017) Chimera patterns in two-dimensional networks of coupled neurons. Phys Rev E 95:032224CrossRef
go back to reference Storace M, Linaro D, de Lange E (2008) The Hindmarsh–Rose neuron model: bifurcation analysis and piecewise-linear approximations. Chaos Interdiscip J Nonlinear Sci 18:033128CrossRef Storace M, Linaro D, de Lange E (2008) The Hindmarsh–Rose neuron model: bifurcation analysis and piecewise-linear approximations. Chaos Interdiscip J Nonlinear Sci 18:033128CrossRef
go back to reference Terman D (1991) Chaotic spikes arising from a model of bursting in excitable membranes. SIAM J Appl Math 51:1418–1450CrossRef Terman D (1991) Chaotic spikes arising from a model of bursting in excitable membranes. SIAM J Appl Math 51:1418–1450CrossRef
go back to reference Terman D (1992) The transition from bursting to continuous spiking in excitable membrane models. J Nonlinear Sci 2:135–182CrossRef Terman D (1992) The transition from bursting to continuous spiking in excitable membrane models. J Nonlinear Sci 2:135–182CrossRef
go back to reference Wang X-J (1993) Genesis of bursting oscillations in the Hindmarsh–Rose model and homoclinicity to a chaotic saddle. Physica D 62:263–274CrossRef Wang X-J (1993) Genesis of bursting oscillations in the Hindmarsh–Rose model and homoclinicity to a chaotic saddle. Physica D 62:263–274CrossRef
go back to reference Wang Y, Ma J, Xu Y, Wu F, Zhou P (2017) The electrical activity of neurons subject to electromagnetic induction and Gaussian white noise. Int J Bifurc Chaos 27:1750030CrossRef Wang Y, Ma J, Xu Y, Wu F, Zhou P (2017) The electrical activity of neurons subject to electromagnetic induction and Gaussian white noise. Int J Bifurc Chaos 27:1750030CrossRef
go back to reference Wolf A, Swift JB, Swinney HL, Vastano JA (1985) Determining Lyapunov exponents from a time series. Physica D 16:285–317CrossRef Wolf A, Swift JB, Swinney HL, Vastano JA (1985) Determining Lyapunov exponents from a time series. Physica D 16:285–317CrossRef
go back to reference Yang M, Liu Z, Li L, Xu Y, Liu H, Gu H et al (2009) Identifying distinct stochastic dynamics from chaos: a study on multimodal neural firing patterns. Int J Bifurc Chaos 19:453–485CrossRef Yang M, Liu Z, Li L, Xu Y, Liu H, Gu H et al (2009) Identifying distinct stochastic dynamics from chaos: a study on multimodal neural firing patterns. Int J Bifurc Chaos 19:453–485CrossRef
Metadata
Title
Complex dynamics of a neuron model with discontinuous magnetic induction and exposed to external radiation
Authors
Fatemeh Parastesh
Karthikeyan Rajagopal
Anitha Karthikeyan
Ahmed Alsaedi
Tasawar Hayat
Viet-Thanh Pham
Publication date
14-07-2018
Publisher
Springer Netherlands
Published in
Cognitive Neurodynamics / Issue 6/2018
Print ISSN: 1871-4080
Electronic ISSN: 1871-4099
DOI
https://doi.org/10.1007/s11571-018-9497-x

Other articles of this Issue 6/2018

Cognitive Neurodynamics 6/2018 Go to the issue