Skip to main content
Fachgebiete
Automobil + Motoren Bauwesen + Immobilien Business IT + Informatik Elektrotechnik + Elektronik Energie + Nachhaltigkeit Finance + Banking Management + Führung Marketing + Vertrieb Maschinenbau + Werkstoffe Versicherung + Risiko
DE
EN
Themenseiten
Organisationspsychologie Projektmanagement Marketing Smart Manufacturing
Bücher
Zeitschriften
Weitere Formate
Podcasts Webinare Technik Webinare Wirtschaft Kongresse Veranstaltungskalender Awards
Jetzt Einzelzugang starten
Zugang für Unternehmen
Referenzkunden
ATZ-Fachkongress

Chassis.tech plus 2024


4 Kongresse in einer Veranstaltung

Treffen Sie in München die Fachleute von Chassis, Lenkung, Bremsen sowie Reifen/Räder.
Erweiterte Suche
Anmelden
nach oben
Cognitive Neurodynamics
Erschienen in: Cognitive Neurodynamics 4/2012

01.08.2012 | Research Article

Desynchronizing effect of high-frequency stimulation in a generic cortical network model

verfasst von: Markus Schütt, Jens Christian Claussen

Erschienen in: Cognitive Neurodynamics | Ausgabe 4/2012

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Transcranial electrical stimulation (TCES) and deep brain stimulation are two different applications of electrical current to the brain used in different areas of medicine. Both have a similar frequency dependence of their efficiency, with the most pronounced effects around 100 Hz. We apply superthreshold electrical stimulation, specifically depolarizing DC current, interrupted at different frequencies, to a simple model of a population of cortical neurons which uses phenomenological descriptions of neurons by Izhikevich and synaptic connections on a similar level of sophistication. With this model, we are able to reproduce the optimal desynchronization around 100 Hz, as well as to predict the full frequency dependence of the efficiency of desynchronization, and thereby to give a possible explanation for the action mechanism of TCES.
Vorheriger Artikel Modeling effect of GABAergic current in a basal ganglia computational model
Nächster Artikel Neuromodulation of STDP through short-term changes in firing causality

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Jetzt informieren

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!

Jetzt informieren

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!

Jetzt informieren
Literatur
Acebrón JA, Bonilla LL, Vicente CJP, Ritort F, Spigler R (2005) The Kuramoto model: a simple paradigm for synchronization phenomena. Rev Mod Phys 77:137–185CrossRef
Ananthanarayanan R, Modha DS (2007) Anatomy of a cortical simulator. In: Supercomputing 07: Proceedings of the ACM/IEEE SC2007 conference on high performance networking and computing. Association for Computing Machinery, New York
Anderson TR, Hu B, Iremonger K, Kiss ZHT (2006) Selective attenuation of afferent synaptic transmission as a mechanism of thalamic deep brain stimulation-induced tremor arrest. J Neurosci 26(3):841–850PubMedCrossRef
Antal A, Kincses TZ, Nitsche MA, Bartfai O, Paulus W (2004a) Excitability changes induced in the human primary visual cortex by transcranial direct current stimulation: direct electrophysiological evidence. Invest Ophtal Vis Sci 45:702–707CrossRef
Antal A, Nitsche MA, Kincses TZ, Kruse W, Hoffmann KP, Paulus W (2004b) Facilitation of visuo-motor learning by transcranial direct current stimulation of the motor and extrastriate visual areas in humans. Eur J Neurosci 19(10):2888–2892PubMedCrossRef
Bellinger SC, Miyazawa G, Steinmetz PN (2008) Submyelin potassium accumulation may functionally block subsets of local axons during deep brain stimulation: a modeling study. J Neural Eng 5:263–274PubMedCrossRef
Benabid A, Pollak P, Gross C, Hoffmann D, Benazzouz A, Gao D, Laurent A, Gentil M, Perret J (1994) Acute and long-term effects of subthalamic nucleus stimulation in Parkinson’s disease. Stereotact Funct Neurosurg 62:76–84PubMedCrossRef
Benabid AL, Pollak P, Gao D, Hoffmann D, Limousin P, Gay E, Payen I, Benazzouz A (1996) Chronic electrical stimulation of the ventralis intermedius nucleus of the thalamus as a treatment of movement disorders. J Neurosurg 84(2):203–214
Börgers C, Kopell N (2003) Synchronization in networks of excitatory and inhibitory neurons with sparse. Random Connect Neural Comp 15:509–538
Compte A, Sanchez-Vivez MV, McCormick DA, Wang X-J (2003) Cellular and network mechanisms of slow oscillatory activity (<1Hz) and wave propagations in a cortical network model. J Neurophysiol 89:2707–2725PubMedCrossRef
Coubes P, Roubertie A, Vayssiere N, Hemm S, Echenne B (2000) Treatment of DYT1-generalised dystonia by stimulation of the internus globus pallidus. Lancet 355:2220–2221PubMedCrossRef
Gang L, Chao Y, Ling L, Lu SC-Y (2005) Uncovering the mechanism(s) of deep brain stimulation. J Phys Conf Ser 13:336–344CrossRef
Garcia L, Audin J, D’Alessandro G, Bioulaxc B, Hammond C (2003) Dual effect of high-frequency stimulation on subthalamic neuron activity. J Neurosci 23(25):8743–8751PubMed
Geyer JD, Talathi S, Carney PR (2009) Introduction to sleep and polysomnography. In: John L, Greenfield JR, Geyer JD, Carney PR (eds) Reading EEGs: a practical approach, Lippincott Williams & Wilkins, Philadelphia
Gupta A, Wang Y, Markram H (2000) Organizing principle for a diversity of GABAergic interneurons and synapses in the neocortex. Science 287:273–278PubMedCrossRef
Hauptmann C, Tass PA (2010) Restoration of segregated, physiological neuronal connectivity by desynchronizing stimulation. J Neural Eng 7:056008
Houeto JL, Karachi C, Mallet L, Pillon B, Yelnik J, Mesnage V, Welter ML, Navarro S, Pelissolo A, Damier P, Pidoux B, Dormont D, Cornu P, Agid Y (2005) Tourettes syndrome and deep brain stimulation. J Neurol Neurosurg Psychiatry 76:992–995PubMedCrossRef
Izhikevich EM (2003) Simple model of spiking neurons. IEEE Trans Neural Netw 14(6):1569–1572PubMedCrossRef
Izhikevich EM (2004) Which model to use for cortical spiking neurons?. IEEE Trans Neural Netw 15:1063–1070PubMedCrossRef
Izhikevich EM, Gally JA, Edelman GM (2004) Spike-timing dynamics of neuronal groups. Cereb Cortex 14:933–944PubMedCrossRef
Jensen AL, Durand DM (2007) Suppression of axonal conduction by sinusoidal stimulation in rat hippocampus in vitro. J Neural Eng 4:116
Kumar R, Dagher A, Hutchison WD, Lang AE, Lozano AM (1999) Globus pallidus deep brain stimulation for generalized dystonia: clinical and PET investigation. Neurology 53:871PubMedCrossRef
Kuramoto Y (1975) In: Araki H (ed) International symposium on mathematical problems in theoretical physics. Lecture Notes in Physics, vol 30. Springer, New York, p 420
Lian J, Shuai J, Durand DM (2004) Control of phase synchronization of neuronal activity in the rat hippocampus. J Neural Eng 1:46–54PubMedCrossRef
Limoge A (1975) An introduction to electroanaesthesia. University Park Press, Baltimore
Limoge A, Robert C, Stanley TH (1999) Transcutaneous cranial electrical stimulation (TCES): a review 1998. Neurosci Biobehav Rev 23:529–538PubMedCrossRef
Liu Y, Wang R, Zhang Z, Jiao X (2010) Analysis on stability of neural network in the presence of inhibitory neurons. Cogn Neurodyn 4(1):61–68PubMedCrossRef
Markram H, Wang Y, Tsodyks M (1998) Differential signaling via the same axon of neocortical pyramidal neurons. Proc Natl Acad Sci 95:5323–5328PubMedCrossRef
McIntyre CC, Savasta M, Kerkerian-Le Groff L, Vitek JL (2004) Uncovering the mechanism(s) of action of deep brain stimulation: activation, inhibition, or both. Clin Neurophys 115:1239–1248CrossRef
Nuttin B, Gabriëls LA, Cosyns PR, Meyerson BA, Andrewitch S, Sunaert S, Maes A, Dupont P, Gybels JM, Gielen F, Demeulemeester HG (2003) Long-term electrical capsular stimulation in patients with obsessive-compulsive disorder. Neurosurgery 52(6):1263–1272PubMedCrossRef
Obesó JA, Olanow CW, Rodriguez-Oroz MC, Krack P, Kumar R, Lang AE (2001) Deep-brain stimulation of the subthalamic nucleus or the pars interna of the globus pallidus in Parkinson’s disease. N Engl J Med 345:956–963CrossRef
Pikovsky AS, Rosenblum MG, Osipov GV, Kurths J (1997) Phase synchronization of chaotic oscillators by external driving. Phys D 104:219–238CrossRef
Ressler KJ, Mayberg HS (2007) Targeting abnormal neural circuits in mood and anxiety disorders: from the laboratory to the clinic. Nat Neurosci 10(9):1116–1124PubMedCrossRef
Sances A Jr, Larson SJ (1975) Electroanesthesia—biomedical and biophysical studies. Academic Press, New York
Schöll E, Hiller G, Hövel P, Dahlem MA (2009) Time-delayed feedback in neurosystems. Phil Trans R Soc A 367(1891):1079–1096PubMedCrossRef
Steriade M, Timofeev I, Grenier F (2001) Natural waking and sleeping states: a view from inside neocortical neurons. J Neurophysiol 85:1969–1985PubMed
Su Y, Radman T, Vaynsteyn J, Parra LC, Biksom M (2008) Effects of high-freqency stimulation on epileptiform activity in vitro: ON/OFF control paradigm. Epilepsia 49:1586–1593PubMedCrossRef
Velasco F, Velasco M, Velasco A, Jimenez F, Marquez I, Rise M (1995) Electrical stimulation of the centralmedian thalamic nucleus in control of seizures: long-term studies. Epilepsia 36:63–71PubMedCrossRef
Visser-Vandewalle V (2007) DBS in Tourette syndrome: rationale, current status and future prospects. Acta Neurochir Suppl 97(2):215–222PubMedCrossRef
Wang R, Zhang Z (2011) Phase synchronization motion and neural coding in dynamic transmission of neural information. IEEE Trans Neural Netw 22(7):1097–1106PubMedCrossRef
Yianni J, Bain P, Giladi N, Auca M, Gregory R, Joint C, Nandi Dm, Stein J, Scott R, Aziz T (2003) Globus pallidus internus deep brain stimulation for dystonic conditions: a prospective audit. Mov Disord 18:436–442PubMedCrossRef
Zaghi S, Acar M, Hultgren B, Boggio PS, Fregni F (2009) Non-invasive brain stimulation with low intensity electrical currents: putative mechanisms of action of direct and alternating current stimulation. Neuroscientist (in press)
Zhang X, Wang R, Zhang Z (2010) Dynamic phase synchronization characteristics of variable high-order coupled neuronal oscillator population. Neurocomputing. 73:2665–2670CrossRef
Metadaten
Titel
Desynchronizing effect of high-frequency stimulation in a generic cortical network model
verfasst von
Markus Schütt
Jens Christian Claussen
Publikationsdatum
01.08.2012
Verlag
Springer Netherlands
Erschienen in
Cognitive Neurodynamics / Ausgabe 4/2012
Print ISSN: 1871-4080
Elektronische ISSN: 1871-4099
DOI
https://doi.org/10.1007/s11571-012-9199-8

Weitere Artikel der Ausgabe 4/2012

Cognitive Neurodynamics 4/2012 Zur Ausgabe

Research Article

Neuromodulation of STDP through short-term changes in firing causality

Research Article

Is my hand connected to my body? The impact of body continuity and arm alignment on the virtual hand illusion

Research Article

Extended difference-of-Gaussians model incorporating cortical feedback for relay cells in the lateral geniculate nucleus of cat

Research Article

The phase response of the cortical slow oscillation

Brief Communication

Deep brain stimulation amplitude alters posture shift velocity in Parkinson’s disease

Research Article

Modeling effect of GABAergic current in a basal ganglia computational model

Neuer Inhalt

    Bildnachweise