Alpha rhythm emerges from large-scale networks of realistically coupled multicompartmental model cortical neurons

Network: Computation in Neural Systems

Volumn 10, Issue 1, 1999, Pages 79-92

  Liley, David T J ^a,b   Alexander, David M ^a,b   Wright, James J ^b   Aldous, Mathew D ^b  

^a SWINBURNE UNIVERSITY OF TECHNOLOGY   (Australia)

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

Author keywords

[No Author keywords available]

Indexed keywords

ALPHA RHYTHM; ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOLOGICAL MODEL; BRAIN CORTEX; COMPUTER SIMULATION; MAMMAL; NERVE CELL; NERVE CELL NETWORK; PHYSIOLOGY; PYRAMIDAL NERVE CELL;

ALPHA RHYTHM; ANIMALS; CEREBRAL CORTEX; COMPUTER SIMULATION; MAMMALS; MODELS, NEUROLOGICAL; NERVE NET; NEURAL NETWORKS (COMPUTER); NEURONS; PHYSIOLOGY; PYRAMIDAL CELLS;

EID: 0042214287     PISSN: 0954898X     EISSN: None     Source Type: Journal    
DOI: 10.1088/0954-898X_10_1_005     Document Type: Article

References (41)

1. Alexander D M and Globus G G 1996 Edge-of-chaos dynamics in recursively organized neural systems Fractals of Brain, Fractals of Mind ed E MacCormac and M I Stamenov (Amsterdam: Benjamins) pp 31-73
2. Amit D J 1990 Modeling Brain Function: The World of Attractor Neural Networks (Cambridge: Cambridge University Press)
3. Bower J M and Beeman D 1995 The Book of GENESIS: Exploring realistic neural models with the GEneral NEural Simulation System (Santa Clara, CA: TELOS)
4. Braitenberg V and Schüz A 1991 Anatomy of the Cortex: Statistics and Geometry (Berlin: Springer)
5. Bush P C and Sejnowski T J 1993 Reduced compartmental models of neocortical pyramidal cells J. Neurosci. Methods 46 159-66
6. Churchland P S 1986 Neurophilosophy: Toward a Unified Science of the Mind-Brain (Cambridge, MA: MIT Press)
7. Freeman W J 1975 Mass Action in the Nervous System (New York: Academic)
8. _1979 Non-linear gain mediating cortical stimulus-response relations Biol. Cybern. 33 139-50
9. _1991 Predictions on neocortical dynamics derived from studies in paleocortex Induced Rhythms of the Brain ed E Basar and T H Bullock (Basel: Birkhauser) pp 200-32
10. _1992 Tutorial on neurobiology: from single neuron to brain chaos Int. J. Bifurcation Chaos 2 451-82
11. Freeman W J and van Dijk B 1987 Spatial patterns of visual cortical fast EEG recorded during conditioned reflex in a Rhesus monkey Brain Res. 422 267-76
12. Haken H 1983 Advanced Synergetics (Berlin: Springer)
13. _1996 Principles of Brain Functioning (Berlin: Springer)
14. Jirsa V K and Haken H 1996 A field theory of electromagnetic brain activity Phys. Rev. Lett. 77 960-3
15. Hazarika N, Tsoi A C and Sergejew A A 1997 Non-linear considerations in EEG signal classification IEEE Trans. Signal Process. 45 825-36
16. Kelso J A S, Bressler S L, Buchanan S, DeGuzman G C, Ding M, Fuchs A and Holroyd T 1992 A phase transition in human brain and behavior Phys. Lett. A 169 134-44
17. Kelso J A S, Buchanan J J and Wallace S A 1991 Order parameters for the neural organization of single, multijoint limb movement patterns Exp. Brain Res. 85 432-44
18. Liley D T J 1995 Models of electrocortical dynamics PhD Dissertation University of Auckland
19. Liley D T J 1997 A continuum model of the mammalian alpha rhythm Spatiotemporal Models in Biological and Artificial Systems ed F L Silva, J C Principe and L B Almeida (Amsterdam: IOS Press) pp 89-96
20. Liley D T J, Cadusch P J and Wright J J 1999 A continuum theory of electrocortical activity Neurocomputing in press
21. Liley D T J and Wright J J 1994 Intracortical connectivity of pyramidal and stellate cells: estimates of synaptic densities and coupling symmetry Network: Comput. Neural Syst. 5 175-89
22. _1995 Corrigendum: Intracortical connectivity of pyramidal and stellate cells: estimates of synaptic densities and coupling symmetry Network: Comput. Neural Syst. 6 103-4
23. Lumer E D, Edelman G M and Tononi G 1997 Neural dynamics in a model of the thalamocortical system: I. Layers, loops and the emergence of fast synchronous rhythms Cerebral Cortex 7 207-27
24. Nunez P L 1981 Electric Fields of the Brain: The Neurophysics of EEG (Oxford: Oxford University Press)
25. _1989 Generation of human EEG by a combination of long and short range neocortical interactions Brain Topography 1 199-215
26. _1995 Neocortical Dynamics and Human EEG Rhythms (Oxford: Oxford University Press)
27. Robinson P A, Rennie C J and Wright J J 1997 Propagation and stability of waves of electrical activity in the cerebral cortex Phys. Rev. E 56 826-40
28. Sholl D A 1953 Dendritic organization of of the neurons of the visual and motor cortices of the cat J. Anatomy 87 387-407
29. Skarda C A and Freeman W J 1985 How brains make chaos in order to make sense of the world Behav. Brain Sci. 10 161-95
30. Softky W R and Koch C 1993 The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSPs J. Neurosci. 13 334-50
31. Stryker M P 1989 Is grandmother an oscillation? Nature 338 297-8
32. Traub R D, Miles R and Wong R K S 1987a Models of synchronized hippocampal bursts in the presence of inhibition: I. Single population events J. Neurophysiol. 58 739-51
33. Traub R D, Miles R , Wong R K S, Schulman L S and Schneiderman J H 1987b Models of synchronized hippocampal bursts in the presence of inhibition: II. Ongoing spontaneous population events J. Neurophysiol. 58 752-64
34. Tsoi A C, So D and Sergejew A A 1993 Classification of electroencephalogram using artificial neural networks Advances in Neural Information Processing Systems 6 ed J Cowan et al (San Mateo, CA: Morgan Kaufmann) pp 304-29
35. van Rotterdam A, Lopes da Silva F H, van der Ende J, Viergever M A and Hemans A J 1982 A model of the spatio-temporal characteristics of the alpha rhythm Bull. Math. Biol. 44 283-305
36. Wilson M A and Bower J M 1989 The simulation of large-scale neural networks Methods in Neuronal Modeling ed C Koch and I Segev (Cambridge, MA: MIT Press) pp 292-333
37. Wilson H R and Cowan J D 1972 Excitatory and inhibitory interactions in localized populations of model neurons Biophys. J. 12 1-24
38. _1973 A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue Kybernetik 13 55-80
39. Wright J J and Kydd R R 1992 The electroencephalogram and cortical neural networks Network 3 341-62
40. Wright J J, Kydd R R and Sergejew A A 1990 Autoregression models of EEG Biol. Cybernet. 62 201-10
41. Wright J J and Liley D T J 1996 Dynamics of the brain and global and microscopic scales: neural networks and the EEG Behav. Brain Sci. 10 285-320