A Neuronal Network Model for Simulating the Effects of Repetitive Transcranial Magnetic Stimulation on Local Field Potential Power Spectra

PLoS ONE

Volumn 7, Issue 11, 2012, Pages

  Bey, Alina ^a   Leue, Stefan ^a   Wienbruch, Christian ^a  

^a UNIVERSITY OF KONSTANZ   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; ELECTRIC POTENTIAL; ELECTROENCEPHALOGRAPHY; MATHEMATICAL ANALYSIS; MATHEMATICAL MODEL; MOTOR CORTEX; NETWORK LEARNING; POWER SPECTRUM; REFLEX; REPETITIVE TRANSCRANIAL MAGNETIC STIMULATION; STIMULATION; TRANSCRANIAL MAGNETIC STIMULATION;

BIOELECTRIC ENERGY SOURCES; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; HUMANS; MOTOR CORTEX; NERVE NET; NERVOUS SYSTEM DISEASES; NEURAL NETWORKS (COMPUTER); SYNAPSES; TRANSCRANIAL MAGNETIC STIMULATION;

EID: 84868692084     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0049097     Document Type: Article

References (30)

1. Chen R, Classen J, Gerloff C, Celnik P, Wassermann EM, et al. (1997) Depression of motor cortex excitability by low-frequency transcranial magnetic stimulation. Neurology 48: 1398-1403.
2. Alvaro P-L, Josep V-S, Wasserman EM, Mark H, (1994) Responses to rapid-rate transcranial magnetic stimulation of the human motor cortex. Brain 117: 847-858.
3. Berardelli A, Inghilleri M, Rothwell JC, Romeo S, Currà A, et al. (1998) Facilitation of muscle evoked responses after repetitive cortical stimulation in man. Experimental Brain Research 122: 79-84.
4. Houdayer E, Degardin A, Cassim F, Bocquillon P, Derambure P, et al. (2008) The effects of low- and high-frequency repetitive TMS on the input/output properties of the human corticospinal pathway. Experimental Brain Research 187: 207-217.
5. Romero JR, Anschel D, Sparing R, Gangitano M, Pascual-Leone A, (2002) Subthreshold low frequency repetitive transcranial magnetic stimulation selectively decreases facilitation in the motor cortex. Clinical Neurophysiology 113: 101-107.
6. Maeda F, Keenan JP, Tormos JM, Topka H, Pascual-Leone A, (2000) Modulation of corticospinal excitability by repetitive transcranial magnetic stimulation. Clinical Neurophysiology 111: 800-805.
7. Gangitano M, Valero-Cabré A, Tormos JM, Mottaghy FM, Romero JR, et al. (2001) EEG modification induced by repetitive transcranial magnetic stimulation. Journal of Clinical Neurophysiology 18.
8. Griskova I, Ruksenas O, Dapsys K, Herpertz S, Höppner J, (2007) The effects of 10 Hz repetitive transcranial magnetic stimulation on resting EEG power spectrum in healthy subjects. Neuroscience Letters 419: 162-167.
9. Okamura H, Jing H, Takigawa M, (2001) EEG modification induced by repetitive transcranial magnetic stimulation. Journal of Clinical Neurophysiology 18.
10. Graf T, Engeler J, Achermann P, Mosimann UP, Noss R, et al. (2001) High frequency repetitive transcranial magnetic stimulation (rTMS) of the left dorsolateral cortex: EEG topography during waking and subsequent sleep. Psychiatry Research: Neuroimaging 107: 1-9.
11. Hamidi M, Slagter HA, Tononi G, Postle BR, (2009) Repetitive transcranial magnetic stimulation affects behavior by biasing endogenous cortical oscillations. Frontiers in Integrative Neuroscience 3: 14.
12. Fitzgerald PB, Fountain S, Daskalakis ZJ, (2006) A comprehensive review of the effects of rTMS on motor cortical excitability and inhibition. Journal of Clinical Neurophysiology 117: 2584-2596.
13. Barr MS, Farzan F, Arenovich T, Chen R, Fitzgerald PB, et al. (2011) The effect of repetitive transcranial magnetic stimulation on gamma oscillatory activity in schizophrenia. PLoS ONE 6: e22627.
14. Barr MS, Farzan F, Rusjan P, Chen R, Fitzgerald PB, et al. (2009) Potentiation of gamma oscillatory activity through repetitive transcranial magnetic stimulation of the dorsolateral prefrontal cortex. PLoS ONE 34: 2359-2367.
15. Kuramoto Y (1975) Self-entrainment of a population of coupled non-linear oscillators. In: Araki H, editor. International Symposium on Mathematical Problems in Theoretical Physics: Springer Berlin/Heidelberg. pp. 420-422.
16. Wallace E, Benayoun M, van Drongelen W, Cowan JD, (2011) Emergent oscillations in networks of stochastic spiking neurons. PLoS ONE 6: e14804.
17. Simpson SL, Hayasaka S, Laurienti PJ, (2011) Exponential random graph modeling for complex brain networks. PLoS ONE 6: e20039.
18. Miyawaki M, Okada M, (2004) Mechanism of neural interference by transcranial magnetic stimulation: network or single neuron? Advances in Neural Information Processing Systems 16: 1295-1302.
19. Husain FT, Nandipati G, Braun AR, Cohen LG, Tagamets MA, et al. (2002) Simulating transcranial magnetic stimulation during PET with a large-scale neural network model of the prefrontal cortex and the visual system. Neuroimage 15: 58-73.
20. Hopfield JJ, (1982) Neural networks and physical systems with emergent collective computational abilities. Proceedings of the National Academy of Sciences 79: 2554-2558.
21. Hopfield JJ, (1984) Neurons with graded response have collective computational properties like those of two-state neurons. Proceedings of the National Academy of Sciences 81: 3088-3092.
22. Kandel ER, Schwartz JH, Jessell TM (2000) Principles of Neural Science. New York: McGraw-Hill, Health Professions Division. xli, 1414 p. p.
23. Braitenberg V, Schüz A (1998) Cortex: Statistics and Geometry of Neuronal Connectivity. Berlin: Springer.
24. Gilbert EN, (1959) Random Graphs. The Annals of Mathematical Statistics 30: 1141-1144.
25. Hodgkin AL, Huxley AF, (1952) A quantitative description of membrane current and application to conduction and excitation in nerve. Journal of Physiology 117: 500-544.
26. Buzsaki G (2006) Rhythms of the Brain: Oxford University Press, USA.
27. O'Reardon JP, Solvason HB, Janicak PG, Sampson S, Isenberg KE, et al. (2007) Efficacy and safety of transcranial magnetic stimulation in the acute treatment of major depression: a multisite randomized controlled trial. Biol Psychiatry 62: 1208-1216.
28. Langguth B, Kleinjung T, Landgrebe M, de Ridder D, Hajak G, (2010) rTMS for the treatment of tinnitus: the role of neuronavigation for coil positioning. Neurophysiol Clin 40: 45-58.
29. Mcculloch WS, Pitts W, (1990) A logical calculus of the ideas immanent in nervous activity (Reprinted from Bulletin of Mathematical Biophysics, Vol 5, Pg 115-133, 1943). Bulletin of Mathematical Biology 52: 99-115.
30. Pascual-Leone A (2002) Handbook of Transcranial Magnetic Stimulation. London; New York, NY: Arnold; Oxford University Press [distributor].