Cellularly-driven differences in network synchronization propensity are differentially modulated by firing frequency

PLoS Computational Biology

Volumn 7, Issue 5, 2011, Pages

  Fink, Christian G ^a   Booth, Victoria ^a   Zochowski, Michal ^a  

^a UNIVERSITY OF MICHIGAN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FREQUENCY MODULATION; NEURAL NETWORKS; SYNCHRONIZATION;

CELLULARS; FIRING FREQUENCY; IN NETWORKS; NETWORK SYNCHRONIZATION; NEURONAL NETWORKS; PATTERN FORMATION; PHASE RESPONSE CURVES; SPATIOTEMPORAL PATTERNS; SYNCHRONIZATION PROPERTY; TYPE II;

NEURONS;

ACETYLCHOLINE BRAIN LEVEL; ARTICLE; CELL SYNCHRONIZATION; CONTROLLED STUDY; FREQUENCY MODULATION; HODGKIN HUXLEY BASED MODEL; MATHEMATICAL MODEL; MORRIS LECAL NEURON MODEL; NERVE CELL MEMBRANE POTENTIAL; NERVE CELL NETWORK; NERVE CELL PLASTICITY; NERVE STIMULATION; NEUROMODULATION; PYRAMIDAL NERVE CELL; SPIKE WAVE; STIMULUS RESPONSE; SYNAPTIC TRANSMISSION; ACTION POTENTIAL; BIOLOGICAL MODEL; BRAIN CORTEX; COMPUTER SIMULATION; CORTICAL SYNCHRONIZATION; HUMAN; NERVE CELL; PHYSIOLOGY;

ACTION POTENTIALS; CEREBRAL CORTEX; COMPUTER SIMULATION; CORTICAL SYNCHRONIZATION; HUMANS; MODELS, NEUROLOGICAL; NERVE NET; NEURONS; PYRAMIDAL CELLS;

EID: 79958107438     PISSN: 1553734X     EISSN: 15537358     Source Type: Journal    
DOI: 10.1371/journal.pcbi.1002062     Document Type: Article

References (39)

1. Varela F, Lachaux J, Rodriguez E, Martinerie J, (2001) The brainweb: phase synchronization and large-scale integration. Nat Rev Neurosci 2: 229-239.
2. Roelfsema, Engel A, Konig P, Singer W, (1997) Visuomotor integration is associated with zero time-lag synchronization among cortical areas. Nature 385: 157-161.
3. Bressler S, (1996) Interareal synchronization in the visual cortex. Behav Brain Res 76: 37-49.
4. Rodriguez E, (1999) Perceptions' shadow: long-distance synchronization of human brain activity. Nature 397: 430-433.
5. Uhlhaas P, Singer W, (2006) Neural synchrony in brain disorders: relevance for cognitive dysfunctions and pathophysiology. Neuron 52: 155-168.
6. Niedermeyer E, (2005) Electroencephalography: Basic Principles, Clinical Applications, And Related Fields. Philadelphia Lippincott Williams and Wilkins pp. 505-621.
7. Brown P, (2003) The oscillatory nature of human basal ganglia activity: relationship to the pathophysiology of parkinson's disease. Mov Disord 18: 357-363.
8. Stam C, Montez T, Jones B, Rombouts S, van der Made Y, et al. (2005) Disturbed fluctuations of resting state eeg synchronization in alzheimer's disease. Clin Neurophysiol 116: 708-715.
9. Kwon J, O'Donnell B, Wallenstein G, Greene R, Hirayasu Y, et al. (1999) Gamma frequency-range abnormalities to auditory stimulation in schizophrenia. Arch Gen Psychiatry 56: 1001-1005.
10. Hansel D, Mato G, Meunier C, (1995) Synchrony in excitatory neural networks. Neural Comput 7: 307-337.
11. Ermentrout B, (1996) Type i membranes, phase resetting curves, and synchrony. Neural Comput 8: 979-1001.
12. Ermentrout B, Pascal M, Gutkin B, (2001) The effects of spike frequency adaptation and negative feedback on the synchronization of neural oscillators. Neural Comput 13: 1285-1310.
13. Canavier C, Butera R, Dror R, Baxter D, Clark J, et al. (1997) Phase response characteristics of model neurons determine which patterns are expressed in a ring circuit model of gait generation. Biol Cybern 77: 367-380.
14. Dror R, Canavier C, Butera R, Clark J, Byrne J, (1999) A mathematical criterion based on phase response curves for stability in a ring of coupled oscillators. Biol Cybern 80: 11-23.
15. Maran S, Canavier C, (2008) Using phase resetting to predict 1:1 and 2:2 locking in two neuron networks in which firing order is not always preserved. J Comput Neurosci 24: 37-55.
16. Luo C, Clark J, Canavier C, Baxter D, Byrne J, (2004) Multimodal behavior in a four neuron ring circuit: Mode switching. IEEE Trans Biomed Eng 51: 205-218.
17. Bogaard A, Parent J, Zochowski M, Booth V, (2009) Interaction of cellular and network mechanisms in spatiotemporal pattern formation in neuronal networks. J Neurosci 29: 1677-1687.
18. Gutkin B, Ermentrout B, Reyes A, (2005) Phase response curves give the responses of neurons to transient inputs. J Neurophysiol 94: 1623-1635.
19. Morris C, Lecar H, (1981) Voltage oscillations in the barnacle giant muscle fiber. Biophys J 35: 193-213.
20. Rinzel J, Ermentrout B, (1998) Analysis of neural excitability and oscillations. In: Koch C, Segev I, editors. Methods in Neuronal Modeling Cambridge (Massachusetts) MIT Press.
21. Stiefel K, Gutkin B, Sejnowski T, (2008) Cholinergic neuromodulation changes phase response curve shape and type in cortical pyramidal neurons. PLoS ONE 3: e3947.
22. Stiefel K, Gutkin B, Sejnowski T, (2009) The effects of cholinergic neuromodulation on neuronal phase-response curves of modeled cortical neurons. J Comput Neurosci 26: 289-301.
23. Golomb D, Amitai Y, (1997) Propagating neuronal discharges in neocortical slides: Computational and experimental study. J Neurophysiol 78: 1199-1211.
24. Watts D, Strogatz D, (1998) Collective dynamics of "small-world" networks. Nature 393: 440-442.
25. Mormann F, Lehnertz K, David P, Elger C, (2000) Mean phase coherence as a measure for phase synchronization and its application to the eeg of epilepsy patients. Physica D 144: 358-369.
26. Tiesinga P, Sejnowski T, (2004) Rapid temporal modulation of sychrony by competition in cortical interneuron networks. Neural Comput 16: 251-275.
27. Tateno T, Robinson H, (2007) Phase resetting curves and oscillatory stability in interneurons of rat somatosensory cortex. Biophys J 92: 683-695.
28. Achuthan S, Canavier C, (2009) Phase-resetting curves determine synchronization, phase locking, and clustering in networks of neural oscillators. J Neurosci 29: 5218-5233.
29. Gutkin B, Ermentrout G, (1998) Dynamics of membrane excitability determine interspike interval variability: A link between spike generation mechanisms and cortical spike train statistics. Neural Comput 10: 1047-1065.
30. Tateno T, Robinson H, (2006) Rate coding and spike-time variability in cortical neurons with two types of threshold dynamics. J Neurophysiol 95: 2650-2663.
31. Goldberg J, Deister C, Wilson C, (2007) Response properties and synchronization of rhythmically firing dendritic neurons. J Neurophysiol 97: 208-219.
32. Schultheiss N, Edgerton J, Jaeger D, (2010) Phase response curve analysis of a full morphological globus pallidus neuron model reveals distinct perisomatic and dendritic modes of synaptic integration. J Neurosci 7: 2767-2782.
33. Cardin J, Curlen M, Meletis K, Knoblich U, Zhang F, et al. (2009) Driving fast-spiking cells induces gamma rhythm and controls sensory responses. Nature 459: 663-668.
34. Traub R, Whittington M, Stanford I, Jefferys J, (1996) A mechanism for generation of long-range synchronous fast oscillations in the cortex. Nature 383: 621-624.
35. Traub R, Jefferys J, Whittington M, (1997) Simulation of gamma rhythms in networks of interneurons and pyramidal cells. J Comput Neurosci 4: 141-150.
36. Whittington M, Traub R, Jefferys J, (1995) Synchronized oscillations in interneuron networks driven by metabotropic glutamate receptor activation. Nature 373: 612-615.
37. Whittington M, Faulkner H, Doheny H, Traub R, (2000) Neuronal fast oscillations as a target site for psychoactive drugs. Pharmacol Ther 86: 171-190.
38. Netoff T, Schiff S, (2002) Decreased neuronal synchronization during experimental seizures. J Neurosci 22: 7297-7307.
39. Netoff T, (2010) How do antiepileptic drugs and epileptogenic mutations change cell and network dynamics? The 11th Experimental Chaos and Complexity Conference Universite Lille 1- Sciences at Technologies.