|
|
||||||||
The Journal of Neurophysiology Vol. 84 No. 2 August 2000, pp. 909-926
Copyright ©2000 by the American Physiological Society
1Department of Neurobiology and Physiology, Northwestern University, Evanston, Illinois 60208; 2Howard Hughes Medical Institute and Center for Neural Science, New York University, New York, New York 10003; and 3Institute of Neuroinformatics, Swiss Federal Institute of Technology and University of Zurich, CH-8057 Zurich, Switzerland
Anderson, Jeffrey S.,
Matteo Carandini, and
David Ferster.
Orientation Tuning of Input Conductance, Excitation, and
Inhibition in Cat Primary Visual Cortex. J. Neurophysiol. 84: 909-926, 2000. The input conductance of cells in
the cat primary visual cortex (V1) has been shown recently to grow
substantially during visual stimulation. Because increasing conductance
can have a divisive effect on the synaptic input, theoretical proposals
have ascribed to it specific functions. According to the veto model, conductance increases would serve to sharpen orientation tuning by
increasing most at off-optimal orientations. According to the normalization model, conductance increases would control the cell's gain, by being independent of stimulus orientation and by growing with
stimulus contrast. We set out to test these proposals and to determine
the visual properties and possible synaptic origin of the conductance
increases. We recorded the membrane potential of cat V1 cells while
injecting steady currents and presenting drifting grating patterns of
varying contrast and orientation. Input conductance grew with stimulus
contrast by 20-300%, generally more in simple cells (40-300%) than
in complex cells (20-120%), and in simple cells was strongly
modulated in time. Conductance was invariably maximal for stimuli of
the preferred orientation. Thus conductance changes contribute to a
gain control mechanism, but the strength of this gain control does not
depend uniquely on contrast. By assuming that the conductance changes
are entirely synaptic, we further derived the excitatory and inhibitory
synaptic conductances underlying the visual responses. In simple cells, these conductances were often arranged in push-pull: excitation increased when inhibition decreased and vice versa. Excitation and
inhibition had similar preferred orientations and did not appear to
differ in tuning width, suggesting that the intracortical synaptic
inputs to simple cells of cat V1 originate from cells with similar
orientation tuning. This finding is at odds with models where
orientation tuning in simple cells is achieved by inhibition at
off-optimal orientations or sharpened by inhibition that is more
broadly tuned than excitation.
This article has been cited by other articles:
![]() |
M. Stimberg, K. Wimmer, R. Martin, L. Schwabe, J. Marino, J. Schummers, D. C. Lyon, M. Sur, and K. Obermayer The Operating Regime of Local Computations in Primary Visual Cortex Cereb Cortex, September 1, 2009; 19(9): 2166 - 2180. [Abstract] [Full Text] [PDF] |
||||
![]() |
B.-h. Liu, P. Li, Y.-t. Li, Y. J. Sun, Y. Yanagawa, K. Obata, L. I. Zhang, and H. W. Tao Visual Receptive Field Structure of Cortical Inhibitory Neurons Revealed by Two-Photon Imaging Guided Recording J. Neurosci., August 26, 2009; 29(34): 10520 - 10532. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. Kimura and I. Ohzawa Time Course of Cross-Orientation Suppression in the Early Visual Cortex J Neurophysiol, March 1, 2009; 101(3): 1463 - 1479. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. E. Heiss, Y. Katz, E. Ganmor, and I. Lampl Shift in the Balance between Excitation and Inhibition during Sensory Adaptation of S1 Neurons J. Neurosci., December 3, 2008; 28(49): 13320 - 13330. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. Endo and O. Kiehn Asymmetric Operation of the Locomotor Central Pattern Generator in the Neonatal Mouse Spinal Cord J Neurophysiol, December 1, 2008; 100(6): 3043 - 3054. [Abstract] [Full Text] [PDF] |
||||
![]() |
H.-A. Hsueh, A. Molnar, and F. S. Werblin Amacrine-to-Amacrine Cell Inhibition in the Rabbit Retina J Neurophysiol, October 1, 2008; 100(4): 2077 - 2088. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. M. Niell and M. P. Stryker Highly Selective Receptive Fields in Mouse Visual Cortex J. Neurosci., July 23, 2008; 28(30): 7520 - 7536. [Abstract] [Full Text] [PDF] |
||||
![]() |
M.-S. Rioult-Pedotti, J. P. Donoghue, and A. Dunaevsky Plasticity of the Synaptic Modification Range J Neurophysiol, December 1, 2007; 98(6): 3688 - 3695. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. A. Cardin, L. A. Palmer, and D. Contreras Stimulus Feature Selectivity in Excitatory and Inhibitory Neurons in Primary Visual Cortex J. Neurosci., September 26, 2007; 27(39): 10333 - 10344. [Abstract] [Full Text] [PDF] |
||||
![]() |
N. A. Crowder, J. van Kleef, B. Dreher, and M. R. Ibbotson Complex Cells Increase Their Phase Sensitivity at Low Contrasts and Following Adaptation J Neurophysiol, September 1, 2007; 98(3): 1155 - 1166. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. L. Ringach and B. J. Malone The Operating Point of the Cortex: Neurons as Large Deviation Detectors J. Neurosci., July 18, 2007; 27(29): 7673 - 7683. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. E. Palmer and K. D. Miller Effects of Inhibitory Gain and Conductance Fluctuations in a Simple Model for Contrast-Invariant Orientation Tuning in Cat V1 J Neurophysiol, July 1, 2007; 98(1): 63 - 78. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Rudolph, M. Pospischil, I. Timofeev, and A. Destexhe Inhibition Determines Membrane Potential Dynamics and Controls Action Potential Generation in Awake and Sleeping Cat Cortex J. Neurosci., May 16, 2007; 27(20): 5280 - 5290. [Abstract] [Full Text] [PDF] |
||||
![]() |
V. Khatri and D. J. Simons Angularly Nonspecific Response Suppression in Rat Barrel Cortex Cereb Cortex, March 1, 2007; 17(3): 599 - 609. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. Sohya, K. Kameyama, Y. Yanagawa, K. Obata, and T. Tsumoto GABAergic Neurons Are Less Selective to Stimulus Orientation than Excitatory Neurons in Layer II/III of Visual Cortex, as Revealed by In Vivo Functional Ca2+ Imaging in Transgenic Mice J. Neurosci., February 21, 2007; 27(8): 2145 - 2149. [Abstract] [Full Text] [PDF] |
||||
![]() |
N. B. Sawtell, A. Williams, and C. C. Bell Central Control of Dendritic Spikes Shapes the Responses of Purkinje-Like Cells through Spike Timing-Dependent Synaptic Plasticity J. Neurosci., February 14, 2007; 27(7): 1552 - 1565. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. W. Berg, A. Alaburda, and J. Hounsgaard Balanced Inhibition and Excitation Drive Spike Activity in Spinal Half-Centers Science, January 19, 2007; 315(5810): 390 - 393. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. R. Tucker and D. Fitzpatrick Luminance-Evoked Inhibition in Primary Visual Cortex: A Transient Veto of Simultaneous and Ongoing Response J. Neurosci., December 27, 2006; 26(52): 13537 - 13547. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. Shlosberg, Y. Amitai, and R. Azouz Time-Dependent, Layer-Specific Modulation of Sensory Responses Mediated by Neocortical Layer 1 J Neurophysiol, December 1, 2006; 96(6): 3170 - 3182. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. F. Teich and N. Qian Comparison Among Some Models of Orientation Selectivity J Neurophysiol, July 1, 2006; 96(1): 404 - 419. [Abstract] [Full Text] [PDF] |
||||
![]() |
B. Haider, A. Duque, A. R. Hasenstaub, and D. A. McCormick Neocortical network activity in vivo is generated through a dynamic balance of excitation and inhibition. J. Neurosci., April 26, 2006; 26(17): 4535 - 4545. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. Geisler, N. Brunel, and X.-J. Wang Contributions of Intrinsic Membrane Dynamics to Fast Network Oscillations With Irregular Neuronal Discharges J Neurophysiol, December 1, 2005; 94(6): 4344 - 4361. [Abstract] [Full Text] [PDF] |
||||
![]() |
E. Foeller, T. Celikel, and D. E. Feldman Inhibitory Sharpening of Receptive Fields Contributes to Whisker Map Plasticity in Rat Somatosensory Cortex J Neurophysiol, December 1, 2005; 94(6): 4387 - 4400. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Rudolph, J. G. Pelletier, D. Pare, and A. Destexhe Characterization of Synaptic Conductances and Integrative Properties During Electrically Induced EEG-Activated States in Neocortical Neurons In Vivo J Neurophysiol, October 1, 2005; 94(4): 2805 - 2821. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Gabbiani, I. Cohen, and G. Laurent Time-Dependent Activation of Feed-Forward Inhibition in a Looming-Sensitive Neuron J Neurophysiol, September 1, 2005; 94(3): 2150 - 2161. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. E. Boudreau and D. Ferster Short-Term Depression in Thalamocortical Synapses of Cat Primary Visual Cortex J. Neurosci., August 3, 2005; 25(31): 7179 - 7190. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Sengpiel and V. Vorobyov Intracortical Origins of Interocular Suppression in the Visual Cortex J. Neurosci., July 6, 2005; 25(27): 6394 - 6400. [Abstract] [Full Text] [PDF] |
||||
![]() |
V. Zsiros and S. Hestrin Background Synaptic Conductance and Precision of EPSP-Spike Coupling at Pyramidal Cells J Neurophysiol, June 1, 2005; 93(6): 3248 - 3256. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Kohn and M. A. Smith Stimulus Dependence of Neuronal Correlation in Primary Visual Cortex of the Macaque J. Neurosci., April 6, 2005; 25(14): 3661 - 3673. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. J. Higley and D. Contreras Integration of Synaptic Responses to Neighboring Whiskers in Rat Barrel Cortex In Vivo J Neurophysiol, April 1, 2005; 93(4): 1920 - 1934. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Ariel and N. Kogo Shunting Inhibition in Accessory Optic System Neurons J Neurophysiol, April 1, 2005; 93(4): 1959 - 1969. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Y. Y. Tan, L. I. Zhang, M. M. Merzenich, and C. E. Schreiner Tone-Evoked Excitatory and Inhibitory Synaptic Conductances of Primary Auditory Cortex Neurons J Neurophysiol, July 1, 2004; 92(1): 630 - 643. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. M. de la Prida and B. Gal Synaptic Contributions to Focal and Widespread Spatiotemporal Dynamics in the Isolated Rat Subiculum In Vitro J. Neurosci., June 16, 2004; 24(24): 5525 - 5536. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Rudolph, Z. Piwkowska, M. Badoual, T. Bal, and A. Destexhe A Method to Estimate Synaptic Conductances From Membrane Potential Fluctuations J Neurophysiol, June 1, 2004; 91(6): 2884 - 2896. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. A. Frazor, D. G. Albrecht, W. S. Geisler, and A. M. Crane Visual Cortex Neurons of Monkeys and Cats: Temporal Dynamics of the Spatial Frequency Response Function J Neurophysiol, June 1, 2004; 91(6): 2607 - 2627. [Abstract] [Full Text] [PDF] |
||||
![]() |
W. B. Wilent and D. Contreras Synaptic Responses to Whisker Deflections in Rat Barrel Cortex as a Function of Cortical Layer and Stimulus Intensity J. Neurosci., April 21, 2004; 24(16): 3985 - 3998. [Abstract] [Full Text] [PDF] |
||||
![]() |
H. Yao, Y. Shen, and Y. Dan Intracortical mechanism of stimulus-timing-dependent plasticity in visual cortical orientation tuning PNAS, April 6, 2004; 101(14): 5081 - 5086. [Abstract] [Full Text] [PDF] |
||||
![]() |
G. Silberberg, C. Wu, and H. Markram Synaptic dynamics control the timing of neuronal excitation in the activated neocortical microcircuit J. Physiol., April 1, 2004; 556(1): 19 - 27. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Kuhn, A. Aertsen, and S. Rotter Neuronal Integration of Synaptic Input in the Fluctuation-Driven Regime J. Neurosci., March 10, 2004; 24(10): 2345 - 2356. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. A. Grande, G. A. Kinney, G. L. Miracle, and W. J. Spain Dynamic Influences on Coincidence Detection in Neocortical Pyramidal Neurons J. Neurosci., February 25, 2004; 24(8): 1839 - 1851. [Abstract] [Full Text] [PDF] |
||||
![]() |
H. Ozeki, O. Sadakane, T. Akasaki, T. Naito, S. Shimegi, and H. Sato Relationship between Excitation and Inhibition Underlying Size Tuning and Contextual Response Modulation in the Cat Primary Visual Cortex J. Neurosci., February 11, 2004; 24(6): 1428 - 1438. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. Tao, M. Shelley, D. McLaughlin, and R. Shapley An egalitarian network model for the emergence of simple and complex cells in visual cortex PNAS, January 6, 2004; 101(1): 366 - 371. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. Z. Lauritzen and K. D. Miller Different Roles for Simple-Cell and Complex-Cell Inhibition in V1 J. Neurosci., November 12, 2003; 23(32): 10201 - 10213. [Abstract] [Full Text] [PDF] |
||||
![]() |
Y. Shu, A. Hasenstaub, M. Badoual, T. Bal, and D. A. McCormick Barrages of Synaptic Activity Control the Gain and Sensitivity of Cortical Neurons J. Neurosci., November 12, 2003; 23(32): 10388 - 10401. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. A. McCormick, Y. Shu, A. Hasenstaub, M. Sanchez-Vives, M. Badoual, and T. Bal Persistent Cortical Activity: Mechanisms of Generation and Effects on Neuronal Excitability Cereb Cortex, November 1, 2003; 13(11): 1219 - 1231. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. M. Martinez and J.-M. Alonso Complex Receptive Fields in Primary Visual Cortex Neuroscientist, October 1, 2003; 9(5): 317 - 331. [Abstract] [PDF] |
||||
![]() |
Synaptic Physiology and Receptive Field Structure in the Early Visual Pathway of the Cat: by Judith A. Hirsch. Cerebral Cortex January 2003, Volume 13 Number 1, pp. 63-69. Cereb Cortex, April 1, 2003; 13(4): 434 - 434. [Full Text] [PDF] |
||||
![]() |
T. R. Tucker and L. C. Katz Recruitment of Local Inhibitory Networks by Horizontal Connections in Layer 2/3 of Ferret Visual Cortex J Neurophysiol, January 1, 2003; 89(1): 501 - 512. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. D. Miller Understanding Layer 4 of the Cortical Circuit: A Model Based on Cat V1 Cereb Cortex, January 1, 2003; 13(1): 73 - 82. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Carandini, D. J Heeger, and W. Senn A Synaptic Explanation of Suppression in Visual Cortex J. Neurosci., November 15, 2002; 22(22): 10053 - 10065. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Borisyuk, M. N. Semple, and J. Rinzel Adaptation and Inhibition Underlie Responses to Time-Varying Interaural Phase Cues in a Model of Inferior Colliculus Neurons J Neurophysiol, October 1, 2002; 88(4): 2134 - 2146. [Abstract] [Full Text] [PDF] |
||||
![]() |
W. R. Taylor and D. I. Vaney Diverse Synaptic Mechanisms Generate Direction Selectivity in the Rabbit Retina J. Neurosci., September 1, 2002; 22(17): 7712 - 7720. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. G. Albrecht, W. S. Geisler, R. A. Frazor, and A. M. Crane Visual Cortex Neurons of Monkeys and Cats: Temporal Dynamics of the Contrast Response Function J Neurophysiol, August 1, 2002; 88(2): 888 - 913. [Abstract] [Full Text] [PDF] |
||||
![]() |
N. J. Priebe and S. G. Lisberger Constraints on the Source of Short-Term Motion Adaptation in Macaque Area MT. II. Tuning of Neural Circuit Mechanisms J Neurophysiol, July 1, 2002; 88(1): 370 - 382. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. Hansel and C. van Vreeswijk How Noise Contributes to Contrast Invariance of Orientation Tuning in Cat Visual Cortex J. Neurosci., June 15, 2002; 22(12): 5118 - 5128. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. W. Troyer, A. E. Krukowski, and K. D. Miller LGN Input to Simple Cells and Contrast-Invariant Orientation Tuning: An Analysis J Neurophysiol, June 1, 2002; 87(6): 2741 - 2752. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. M Martinez, J.-M. Alonso, R C. Reid, and J. A Hirsch Laminar processing of stimulus orientation in cat visual cortex J. Physiol., April 1, 2002; 540(1): 321 - 333. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. E. Bredfeldt and D. L. Ringach Dynamics of Spatial Frequency Tuning in Macaque V1 J. Neurosci., March 1, 2002; 22(5): 1976 - 1984. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. L. Ringach, C. E. Bredfeldt, R. M. Shapley, and M. J. Hawken Suppression of Neural Responses to Nonoptimal Stimuli Correlates With Tuning Selectivity in Macaque V1 J Neurophysiol, February 1, 2002; 87(2): 1018 - 1027. [Abstract] [Full Text] [PDF] |
||||
![]() |
G. Tamas, J. Szabadics, and P. Somogyi Cell Type- and Subcellular Position-Dependent Summation of Unitary Postsynaptic Potentials in Neocortical Neurons J. Neurosci., February 1, 2002; 22(3): 740 - 747. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. Sharon and A. Grinvald Dynamics and Constancy in Cortical Spatiotemporal Patterns of Orientation Processing Science, January 18, 2002; 295(5554): 512 - 515. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. A. Rosenkranz and A. A. Grace Cellular Mechanisms of Infralimbic and Prelimbic Prefrontal Cortical Inhibition and Dopaminergic Modulation of Basolateral Amygdala Neurons In Vivo J. Neurosci., January 1, 2002; 22(1): 324 - 337. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. Z. Lauritzen, A. E. Krukowski, and K. D. Miller Local Correlation-Based Circuitry Can Account for Responses to Multi-Grating Stimuli in a Model of Cat V1 J Neurophysiol, October 1, 2001; 86(4): 1803 - 1815. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. J. Wielaard, M. Shelley, D. McLaughlin, and R. Shapley How Simple Cells Are Made in a Nonlinear Network Model of the Visual Cortex J. Neurosci., July 15, 2001; 21(14): 5203 - 5211. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Kayser, N. J. Priebe, and K. D. Miller Contrast-Dependent Nonlinearities Arise Locally in a Model of Contrast-Invariant Orientation Tuning J Neurophysiol, May 1, 2001; 85(5): 2130 - 2149. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. S. Anderson, I. Lampl, D. C. Gillespie, and D. Ferster Membrane Potential and Conductance Changes Underlying Length Tuning of Cells in Cat Primary Visual Cortex J. Neurosci., March 15, 2001; 21(6): 2104 - 2112. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. J. Zhu and P. Heggelund Muscarinic Regulation of Dendritic and Axonal Outputs of Rat Thalamic Interneurons: A New Cellular Mechanism for Uncoupling Distal Dendrites J. Neurosci., February 15, 2001; 21(4): 1148 - 1159. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. M Martinez, J.-M. Alonso, R C. Reid, and J. A Hirsch Laminar processing of stimulus orientation in cat visual cortex J. Physiol., April 1, 2002; 540(1): 321 - 333. [Abstract] [Full Text] [PDF] |
||||
| HOME | HELP | FEEDBACK | SUBSCRIPTIONS | ARCHIVE | SEARCH | TABLE OF CONTENTS |
| Visit Other APS Journals Online |