Simulation of EEG: Dynamic changes in synaptic efficacy, cerebral rhythms, and dissipative and generative activity in cortex

Biological Cybernetics

Volumn 81, Issue 2, 1999, Pages 131-147

  Wright, J J ^a  

^a FLOREY INSTITUTE OF NEUROSCIENCE AND MENTAL HEALTH   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL; ARTICLE; BIOLOGICAL MODEL; BRAIN; BRAIN CORTEX; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; HUMAN; NERVE CELL NETWORK; PHYSIOLOGY; REPRODUCIBILITY; SYNAPSE;

ANIMALS; BRAIN; CEREBRAL CORTEX; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; HUMANS; MODELS, NEUROLOGICAL; NERVE NET; REPRODUCIBILITY OF RESULTS; SYNAPSES;

EID: 0033174654     PISSN: 03401200     EISSN: None     Source Type: Journal    
DOI: 10.1007/s004220050550     Document Type: Article

References (63)

1. Amari S (1983) Field theory of self-organizing neural nets. IEEE Trans Syst Man Cybern 13:741-748
2. Amit DJ, Evans MR, Abeles M (1990) Attractor neural networks with biological probe records. Network 1:381-405
3. Amit DJ (1998) Simulation in neurobiology - theory or experiment? Trends Neurosci 21:231-237
4. Arbib MA, Erdi P, Szentagothai J (1998) Neural organisation: structure, function and dynamics. MIT Press, Cambridge, Mass
5. Arnoldi HR, Brauer W (1996) Synchronisation without oscillatory neurons. Biol Cybern 74:209-223
6. Baird B (1986) Nonlinear dynamics of pattern formation and pattern recognition in rabbit olfactory bulb. Physica D 22:150-175
7. Braitenberg V, Schuz A (1991) Anatomy of the cortex: statistics and geometry. Springer, Berlin Heidelberg New York
8. Eckhorn R, Bauer B, Jordon W, Brosch M, Kruse W, Munk M, Reitboeck HJ (1988) Coherent oscillation: a mechanism of feature linking in visual cortex? Biol Cybern 60:121-130
9. Freeman WJ (1975) Mass action in the nervous system. Academic Press, New York
10. Freeman WJ (1991) Predictions on neocortical dynamics derived from studies in paleocortex. In: Basar E, Bullock TH (eds) Induced rhythms of the brain. Birkhauser, Basel
11. Gevins AS, Schaffer RE, Doyle JC, Cuttilo BA, Tannehill RS, Bressler SL (1983) Shadows of thought: shifting lateralization of human brain electrical patterns during a brief visuomotor task. Science 220:97-99
12. Gray CM, Singer W (1989) Stimulus-specific neuronal oscillations in orientation columns of cat visual cortex. Proc Natl Acad Sci USA 86:1698-1702
13. Gray CM, Konig P, Engel AK, Singer W (1989) Oscillatory responses in cat visual cortex exhibit intercolumnar synchronisation which reflects global stimulus properties. Nature 388:334-337
14. Grobler T, Barna G (1996) A statistical model of the CA3 region of the hippocampus. Cybernetics and Systems Research '96. Austrain Society for Cybernetic Studies, Vienna
15. Hernandez JL, Vlades PA, Vila P (1996) EEG spike and wave modelled by a stochastic limit cycle. NeuroReport 7:2246-2250
16. Jirsa VK, Haken H (1996) Field theory of electromagnetic brain activity. Phys Rev Lett 77:960-963
17. John ER, Shimokochi M, Bartlett F (1969) Neural readout from memory during generalization. Science 164:1534-1536
18. Kandel ER, Schwartz JH (1985) Principles of neural science, (2nd edn.). Elsevier, New York, pp 111, 113-115
19. Konig P, Engel AK, Roelfsema PR, Singer W (1995) How precise is neuronal synchronisation? Neural Comput 7:469-485
20. Konig P, Engel AK, Singer W (1996) Integrator or coincidence detector? The role of the cortical neuron revisited. Trends Neurosci 19:130-137
21. Langton CG (1986) Studying artificial life with cellular automata. Physica D 22:120-149
22. Langton CG (1990) Computation at the edge of chaos: phase transitions and emergent computation. Physica D 42:12-37
23. Liley DTJ, Wright JJ (1994) Intracortical connectivity of pyramidal and stellate cells: estimates of synaptic densities and coupling symmetry. Network 5:175-189
24. Liley DTJ, Cadusch PJ, Wright JJ (1999) A continuum theory of electrocortical activity. Comput Neurosci (in press)
25. Llinas RR, Grace AA, Yarom Y (1991) In vitro neurons in cortical layer 4 exhibit intrinsic oscillatory activity in the 10- and 50-Hz frequency range. Proc Natl Acad Sci USA 88:897-901
26. Marder E (1998) From biophysics to models of network function. Annu Rev Neurosci 21:25-45
27. Marsaglia G, Zaman A (1987) Towards a universal random number generator. Florida State University Report: FSU-SCRI-87-50
28. Mitzdorf U (1988) Evoked potentials and their physiological causes: an access to delocalized cortical activity. In: Basar E (ed) Dynamics of sensory and cognitive processing by the brain. Springer, Berlin Heidelberg New York
29. Neumann J von (1949) Theory of self-reproducing automata. In: AW Burkes (ed) University of Illinois lectures on the theory and organization of complicated automata. University of Illinois Press, Urbana, Ill., P 1966
30. Nunez PL (1981) Electric fields of the brain. Oxford University Press, New York
31. Nunez PL (1989) Generation of human EEG by a combination of long and short range neocortical interactions. Brain Topogr 1:199-215
32. Nunez PL (1995) Neocortical dynamics and human EEG rhythms. Oxford University Press, New York
33. Nischwitz A, Glunder H (1995) Local lateral inhibition: a key to spike synchronisation? Biol Cybern 73:389-400
34. Peretto P (1984) Collective properties of neural networks; a statistical physics approach. Biol Cybern 50:51-62
35. Picton TW, Hillyard SA (1988) Endogenous event related potentials. In: Picton TW (ed) EEG handbook. Elsevier Amsterdam
36. Rennie CJ, Robinson PA, Wright JJ (1998) Effect of local feedback on dispersion relations in cortical electrical activity. Phys Rev E 59:3320-3329
37. Rotterdam A van, Lopes da Silva FH, Ende J van den, Viergever MA, Hermans AJ (1982) A model of the spatio-temporal characteristics of the alpha rhythm. Bull Math Biol 44:283-305
38. Robinson PA, Rennie CJ, Wright JJ (1997) Propagation and stability of waves of electrical activity in the cerebral cortex. Phys Rev E 55:826-840
39. Robinson PA, Wright JJ, Rennie CJ (1998) Synchronous oscillations in the cerebral cortex. Phys Rev E 57:4578-4588
40. Robinson PA, Rennie CJ, Wright JJ, Bourke PD (1998) Steady states and global dynamics of electrical activity in the cerebral cortex. Phys Rev E 58:3557-3571
41. Segev I (1995) Dendritic processing. In: MA Arbib (ed) The handbook of brain theory and neural networks part III., MIT Press, Cambridge, Mass., pp 282-289
42. Sergejew AA (1999) Signal models of fetal sheep ECoG: tests of a brain model. PhD Dissertation, University of Auckland, Auckland, New Zealand
43. Singer W (1994) Putative functions of temporal correlations in neocortical processing. In: Koch C and Davis JL (eds) Large scale neuronal theories of the brain. MIT Press, Cambridge Mass
44. Singer W, Gray CM (1995) Visual feature integration and the temporal correlation hypothesis. Annu Rev Neurosci 18:555-586
45. Steriade M, Gloor P, Llinas RR, Lopes da Silva FH, Messulam MM (1990) Basic mechanisms of cerebral rhythmic activities. Electroencephatogr Clin Neurophysical 76:481-508
46. Steriade M, Curro-Dossi R, Contreras D (1993) Electrophysiological properties of intralaminar thalamocortical cells discharging rhythmic (approx 40 Hz) spike-bursts at approx 1000 Hz during waking and rapid eye movement sleep. Neuroscience 56:1-9
47. Stryker MP (1989) Is grandmother an oscillation? Nature 388:297-298
48. Tass P, Haken H (1996) Synchronised oscillations in the visual cortex - a synergetic model. Biol Cybern 74:31-39
49. Thomson AM (1997) Activity dependent properties of synaptic transmission at two classes of connections made by rat neocortical pyramidal neurons in vivo. J Physiol (Lond) 502:131-147
50. Thomson AM, West DC, Hahn J, Deuchars J (1996) Single axon IPSP's elicited in pyramidal cells by three classes of interneurones in slices of rat neocortex. J Physiol (Lond) 496:81-102
51. Tones MV, Westbrook GL (1996) The impact of receptor desensitization on fast synaptic transmission. Trends Neurosci 19:96-101
52. Traub RD, Whittington MA, Stanford IM, Jeffereys JGR (1996) A mechanism for generation of long range synchronous fast oscillations in the cortex. Nature 383:621-624
53. Walter DO, Kado BS, Rhodes JM, Adey WR (1967) Electroencephalographic baselines in astronaut candidates estimated by computation and pattern recognition techniques. Aerosp Med 38:371-379
54. Wang XJ, Buzsaki G (1996) Gamma oscillation by synaptic inhibition in a hippocampal interneuronal network model. J Neurosci 16:6402-6413
55. Whittington MA, Traub RD, Jefferys JGR (1995) Synchronised oscillations in interneuron networks driven by metabotropic glutamate receptor activation. Nature 373:612-615
56. Wilson MA, Cowan JD (1973) A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue. Kybernetik 13:55-80
57. Wolfram S (1984) Universality and complexity in cellular automata. Physica D 10:1-35
58. Wright JJ (1990) Reticular activation and the dynamics of neuronal networks. Biol Cybern 62:289-298
59. Wright JJ (1997) EEG simulation: variation of spectral envelope, pulse synchrony and approx. 40 Hz oscillation. Biol Cybern 76:181-194
60. Wright JJ, Liley DTJ (1996) Dynamics of the brain at global and microscopic scales. Neural networks and the EEG. Behav Brain Sci 19:285-320
61. Xu JH, Liu ZR, Liu R, Yang QF (1997) Information transmission in human cerebral cortex. Physica D 106:363-374
62. Zetterberg LH, Kristiansson L, Mossberg K (1978) Performance of a model for a local neuron population. Biol Cybern 31:15-26
63. Zhadin MN (1994) Formation of rhythmic processes in the bioelectrical activity of the cerebral cortex. Biophysics 39:133-150