States of high conductance in a large-scale model of the visual cortex

Journal of Computational Neuroscience

Volumn 13, Issue 2, 2002, Pages 93-109

  Shelley, Michael ^a   McLaughlin, David ^a   Shapley, Robert ^a   Wielaard, Jacob ^a  

^a NEW YORK UNIVERSITY   (United States)

Author keywords

Inhibitory conductances; Neuronal network model; Orientation hypercolumn; Primary visual cortex; Synaptic conductances; Time scales

Indexed keywords

NEURAL NETWORKS; TIME MEASUREMENT;

HIGH CONDUCTANCE STATE; HYPERCOLUMNS; INHIBITORY CONDUCTANCE; NETWORK MODELS; NEURONAL NETWORK MODEL; NEURONAL NETWORKS; ORIENTATION HYPERCOLUMN; PRIMARY VISUAL CORTEX; SYNAPTIC CONDUCTANCE; TIME-SCALES;

NEURONS;

ACCURACY; ARTICLE; ARTIFICIAL NEURAL NETWORK; CELL FUNCTION; CONTROLLED STUDY; DYNAMICS; EXPERIMENTATION; INTRACELLULAR MEMBRANE; MACACA; MATHEMATICAL MODEL; MEMBRANE POTENTIAL; NERVE CELL MEMBRANE CONDUCTANCE; OBSERVATION; PREDICTION; PRIORITY JOURNAL; SYNAPTIC INHIBITION; SYNAPTIC TRANSMISSION; TIME; VISUAL CORTEX; VISUAL ORIENTATION; VISUAL STIMULATION;

EID: 0036750967     PISSN: 09295313     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1020158106603     Document Type: Article

References (26)

1. Anderson JS, Carandini M, Ferster D (2000) Orientation tuning of input conductance, excitation, and inhibition in cat primary visual cortex. J. Neurophysiol. 84: 909-926.
2. Azouz R, Gray CM, Nowak LG, McCormick DA (1997) Physiological properties of inhibitory interneurons in cat striate cortex Cereb Cortex 7: 534-545.
3. Bernander O, Douglas R, Martin K, Koch C (1991) Synaptic background activity influences spatiotemporal integration in single phyrmidal cells. Proc. Nat. Acad. Sci. USA 88: 11569-11573.
4. Benardete E, Kaplan E (1999) The dynamics of primate M retinal ganglion cells. Vis. Neurosci. 16: 355-368.
5. Borg-Graham L, Monier C, Fregnac Y (1998) Visual input evokes transient and strong shunting inhibition in visual cortical neurons. Nature 393: 369-373.
6. Bressloff P, Coombes S (2000) Dynamics of strongly coupled spiking neurons. Neural Computation 12: 91-129.
7. Callaway E (1998) Prenatal development of layer specific local circuits in primary visual cortex of the macaque monkey. J. Neurosci. 18: 1505-1527.
8. Callaway E, Wiser A (1996) Contributions of individual layer 2 to 5 spiny neurons to local circuits in macaque primary visual cortex. Visual Neuroscience 13: 907-922.
9. De Valois R, Albrecht D, Thorell L (1982) Spatial frequency selectivity of cells in macaque visual cortex. Vision Res. 22: 545-559.
10. Ermentrout GB (1994) Reduction of conductance based models with slow synapses to neural networks. Neural Computation 6: 679-695.
11. Gibson J, Beierlein M, Connors B (1999) Two networks of electrically coupled inhibitory neurons in neocortex. Nature 402: 75-79.
12. Hirsch J, Alonso JM, Reid R, Martinez L (1998) Synaptic integration in striate cortical simple cells. J. Neuroscience 15: 9517-9528.
13. Koch C (1999) Biophysics of Computation. Oxford University Press, Oxford.
14. Koch C, Rapp M, Segev I (1996) A brief history of time constants. Cerebral Cortex 6: 93-101.
15. Lund J (1987) Local circuit neurons of macaque monkey striate cortex neurons of laminae 4C and 5A. Journal of Comparative Neurology 257: 60-92.
16. Lund J, Wu C (1997) Local circuit neurons of macaque monkey striate cortex neurons of laminae 1 and 3A. Journal of Comparative Neurology 384: 109-126.
17. Lund J, Yoshioka T (1991) Local circuit neurons of macaque monkey striate cortex neurons of laminae 4B 4A and 3B. Journal of Comparative Neurology 311: 234-258.
18. McLaughlin D, Shapley R, Shelley M, Wielaard J (2000) A neuronal network model of macaque primary visual cortex (v1): Orientation selectivity and dynamics in the input layer 4Cα. Proc. Natl. Acad. Sci. USA 97: 8087-8092.
19. Mechler F (1997) Neuronal response variability in the primary visual cortex. Ph.D. diss., New York University.
20. Ringach D, Hawken M, Shapley R (1997) Dynamics of orientation tuning in macaque primary visual cortex. Nature 387: 281-284.
21. Roy S, Alloway K (2000) Coincidence detection or temporal integration? What the neurons in somatosensory cortex are doing. Journal of Neuroscience 21: 2462-2473.
22. Tsodyks M, Sejnowski T (1995) Rapid state switching in balanced cortical network models. Network 6: 111-124.
23. Usrey WM, Clay Reid R (1999) Synchronous activity in the visual system. Annu. Rev. Physiol. 61: 435-456.
24. van Vreeswijk C, Sompolinsky H (1996) Chaos in neuronal networks with balanced excitatory and inhibitory activity. Science 274: 1724-1726.
25. Wielaard J, Shelley M, Shapley R, McLaughlin D (2001) How simple cells are made in a nonlinear network model of the visual cortex. J. Neuroscience 21: 5203-5211.
26. Wiser A, Callaway E (1996) Contribution of individual layer 6 pyramidal neurons to local circuitry in macaque primary visual cortex. Journal of Neuroscience 16: 2724-2739.