Spike-timing dynamics of neuronal groups

Cerebral Cortex

Volumn 14, Issue 8, 2004, Pages 933-944

  Izhikevich, Eugene M ^a   Gally, Joseph A ^a   Edelman, Gerald M ^a  

^a NEUROSCIENCES INSTITUTE   (United States)

Author keywords

Persistence; Propagation delay; Reentry; STDP; Synaptic turnover

Indexed keywords

ARTICLE; BRAIN CORTEX; DYNAMICS; MODEL; NERVE CELL NETWORK; NERVE CONDUCTION; PLASTICITY; PRIORITY JOURNAL; SYNAPSE;

ACTION POTENTIALS; ANIMALS; CEREBRAL CORTEX; COMPUTER SIMULATION; HUMANS; MODELS, NEUROLOGICAL; NERVE NET; NEURONAL PLASTICITY; NEURONS; RABBITS; STATISTICS; SYNAPTIC TRANSMISSION;

EID: 3242768234     PISSN: 10473211     EISSN: None     Source Type: Journal    
DOI: 10.1093/cercor/bhh053     Document Type: Article

References (54)

1. Abeles M (1991) Corticonics: neural circuits of the cerebral cortex. Cambridge: Cambridge University Press.
2. Abeles M (2002) Synfire chains. In: The handbook of brain theory and neural networks (Arbib MA, ed.), pp. 1143-1146. Cambridge, MA: MIT Press.
3. Aviel Y, Mehring C, Abeles M, Horn D (2003) On embedding synfire chains in a balanced network. Neural Comput 15:1321-1340.
4. Baker SN, Lemon RN (2000) Precise spatiotemporal repeating patterns in monkey primary and supplementary motor areas occur at chance levels. J Neurophysiol 84:1770-1780.
5. Bazhenov M, Timofeev I, Steriade M, Sejnowski TJ (2002) model of thalamocortical slow-wave sleep oscillations and transitions to activated states. J Neurosci 22:8691-8704.
6. Bi GQ, Poo MM (1998) Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type. J Neurosci 18:10464-10472.
7. Bienenstock E (1995) A model of neocortex. Network: Comput Neural Syst 6:179-224.
8. Braitenberg V, Schuz A (1991) Anatomy of the cortex: statistics and geometry. Berlin: Springer Verlag.
9. Chang EY, Morris KF, Shannon R, Lindsey BG (2000) Repeated sequences of interspike intervals in baroresponsive respiratory related neuronal assemblies of the cat brain stem. J Neurophysiol 84:1136-1148.
10. Connors BW, Gutnick MJ (1990) Intrinsic firing patterns of diverse neocortical neurons. Trends Neurosci 13:99-104.
11. Dayan P, Abbott LF (2001) Theoretical neuroscience. Cambridge, MA: MIT Press.
12. Debanne D, Gahwiler BH, Thomson SM (1998) Long-term synaptic plasticity between pairs of individual CA3 pyramidal cells in rat hippocampal slice cultures. J Physiol (Lond) 507:237-247.
13. Diesmann M, Gewaltig M-O, Aertsen A (1999) Stable propagation of synchronous spiking in cortical neural networks. Nature 402:529-533.
14. Edelman GM (1987) Neural Darwinism: the theory of neuronal group selection. New York: Basic Books.
15. Edelman GM (1993) Neural Darwinism: selection and reentrant signaling in higher brain function. Neuron 10:115-125.
16. Feldman DE (2000) Timing-based LTP and LTD at vertical inputs to layer II/III pyramidal cells in rat barrel cortex. Neuron 27:45-56.
17. Froemke, RC and Dan Y (2002) Spike-timing-dependent synaptic modification induced by natural spike trains. Nature 416:433-438.
18. Gibson JR, Belerlein M, Connors BW (1999) Two networks of electrically coupled inhibitory neurons in neocortex. Nature 402:75-79.
19. Grutzendler J, Kasthuri N, Gan W-B (2002) Long-term dendritic spine stability in the adult cortex. Nature 420:812-816.
20. Gupta A, Wang Y, Markram H (2000) Organizing principles for a diversity of GABAergic interneurons and synapses in the neocortex. Science 287:273-278.
21. Izhikevich EM (2003) Simple model of spiking neurons. IEEE Trans Neural Networks 14:1569-1572.
22. Izhikevich EM, Desai NS (2003) Relating STDP to BCM. Neural Comput 15:1511-1523
23. Keefer EW, Gramowski A, Gross GW (2001) NMDA receptor-dependent periodic oscillations in cultured spinal cord networks. J Neurophysiol 86:3030-3042.
24. Latham PE, Richmond BJ, Nelson PG, Nirenberg S (2000a) Intrinsic dynamics in neuronal networks. I. Theory. J Neurophysiol 83:808-827.
25. Latham PE, Richmond BJ, Nirenberg S, Nelson PG (2000b) Intrinsic dynamics in neuronal networks. II. Experiment. J Neurophysiol 83:828-835.
26. Lehky SR, Sejnowski TJ (1988) Network model of shape-from-shading: neural function arises from both receptive and projective fields. Nature 333:452-454.
27. Lindsey BG, Morris KF, Shannon R, Gerstein GL (1997) Repeated patterns of distributed synchrony in neuronal assemblies. J Neurophysiol 78:1714-1719.
28. Lumer ED, Edelman GM, Tononi G (1997a) Neural dynamics in a model of the thalamocortical system I. Layers, loops and the emergence of fast synchronous rhythms. Cereb Cortex 7:207-227.
29. Lumer ED, Edelman GM, Tononi G (1997b) Neural dynamics in a model of the thalamocortical system II. The role of neural synchrony tested through perturbations of spike timing. Cereb Cortex 7:228-236.
30. Mao B-Q, Hamzei-Sichani F, Aronov D, Froemke RC, Yuste R (2001) Dynamics of spontaneous activity in neocortical slices. Neuron 32:883-898.
31. Markram H, Lubke J, Frotscher M, Sakmann B (1997) Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275:213-215.
32. Markram H, Wang Y, Tsodyks M (1998) Differential signaling via the same axon of neocortical pyramidal neurons. Proc Natl Acad Sci U S A 95:5323-5328.
33. Merzenich MM, Kaas JH, Wall J, Nelson RJ, Sur M, Felleman D (1983) Topographic reorganization of somatosensory cortical areas 3b and 1 in adult monkeys following restricted deafferentation. Neuroscience 8:133-155.
34. Miller R (1996a) Neural assemblies and laminar interactions in the cerebral cortex. Biol Cybern 75:253-261.
35. Miller R (1996b) Cortico-thalamic interplay and the security of operation of neural assemblies and temporal chains in the cerebral cortex. Biol Cybern 75:263-275.
36. Oram MW, Wiener MC, Lestienne R, Richmond BJ (1999) Stochastic nature of precisely timed spike patterns in visual system neuronal responses. J Neurophysiol 81:3021-3033.
37. Pearson JC, Finkel LH, Edelman GM (1987) Plasticity in the organization of adult cerebral cortical maps: a computer simulation based on neuronal group selection. J Neurosci 7:4209-4223.
38. Prut Y, Vaadia E, Bergman H, Haalman I, Slovin H, Abeles M (1998) Spatiotemporal structure of cortical activity: properties and behavioral relevance. J Neurophysiol 79:2857-2874.
39. Rubin J, Lee DD, Sompolinsky H (2001) Equilibrium properties of temporally asymmetric Hebbian plasticity. Phys Rev Lett 86:364-367.
40. Salami M, Itami C, Tsumoto T, Kimura F (2003) Change of conduction velocity by regional myelination yields constant latency irrespective of distance between thalamus and cortex. Proc Natl Acad Sci USA 100:6174-6179.
41. Sjostrom PJ, Turrigiano GG, Nelson SB (2001) Rate, timing, and cooperativity jointly determine cortical synaptic plasticity. Neuron 32:1149-1164.
42. Song S, Miller KD, Abbott LF (2000) Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nat Neurosci 3:919-926.
43. Steriade M, Timofeev I, Grenier F (2001) Natural waking and sleep states: a view from inside neocortical neurons. J Neurophysiol 85:1969-1985.
44. Swadlow HA (1992) Monitoring the excitability of neocortical efferent neurons to direct activation by extracellular current pulses. J Neurophysiol 68:605-619.
45. Swadlow HA (1994) Efferent neurons and suspected interneurons in motor cortex of the awake rabbit: axonal properties, sensory receptive fields, and subthreshold synaptic inputs. J Neurophysiol 71:437-453.
46. Swadlow HA (1991) Efferent neurons and suspected interneurons in second somatosensory cortex of the awake rabbit: receptive fields and axonal properties. J Neurophysiol 66:1392-1409.
47. Tetko IV, Villa AEP (2001a) A pattern grouping algorithm for analysis of spatiotemporal patterns in neuronal spike trains. 1. Detection of repeated patterns. J Neurosci Methods 105:1-14.
48. Tetko IV, Villa AEP (2001b) A pattern grouping algorithm for analysis of spatiotemporal patterns in neuronal spike trains. 2. Application to simultaneous single unit recordings. J Neurosci Methods 105:15-24.
49. Timofeev I, Grenier F, Bazhenov M, Sejnowski TJ, Steriade M (2000) Origin of slow cortical oscillations in deafferented cortical slabs. Cereb Cortex 10:1185-1199.
50. Tononi G, Sporns O, Edelman GM (1992) Reentry and the problem of integrating multiple cortical areas: simulation of dynamic integration in the visual system. Cereb Cortex 2:310-335.
51. Trachtenberg JT, Chen BE, Knott GW, Feng G, Sanes JR, Welker E, Svoboda K (2002) Long-term in vivo imaging of experience-dependent synaptic plasticity in adult cortex. Nature 420:788-792.
52. van Rossum MC, Bi GQ, Turrigiano GG (2000) Stable Hebbian learning from spike timing-dependent plasticity. J Neurosci 20:8812-8821.
53. Villa AE, Tetko IV, Hyland B, Najem A (1999) Spatiotemporal activity patterns of rat cortical neurons predict responses in a conditioned task. Proc Natl Acad Sci U S A 96:1106-1111.
54. Waxman SG, Bennett MVL (1972) Relative conduction velocities of small myelinated and non-myelinated fibres in the central nervous system. Nature New Biol 238:217-219.