An emergent model of orientation selectivity in cat visual cortical simple cells
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It is well known that visual cortical neurons respond vigorously to a limited range of stimulus orientations, while their primary afferent inputs, neurons in the lateral geniculate nucleus (LGN), respond well to all orientations. Mechanisms based on intracortical inhibition and/or converging thalamocortical afferents have previously been suggested to underlie the generation of cortical orientation selectivity; however, these models conflict with experimental data. Here, a 1:4 scale model of a 1700 microns by 200 microms region of layer IV of cat primary visual cortex (area 17) is presented to demonstrate that local intracortical excitation may provide the dominant source of orientation-selective input. In agreement with experiment, model cortical cells exhibit sharp orientation selectivity despite receiving strong iso-orientation inhibition, weak cross- orientation inhibition, no shunting inhibition, and weakly tuned thalamocortical excitation. Sharp tuning is provided by recurrent cortical excitation. As this tuning signal arises from the same pool of neurons that it excites, orientation selectivity in the model is shown to be an emergent property of the cortical feedback circuitry. In the model, as in experiment, sharpness of orientation tuning is independent of stimulus contrast and persists with silencing of ON-type subfields. The model also provides a unified account of intracellular and extracellular inhibitory blockade experiments that had previously appeared to conflict over the role of inhibition. It is suggested that intracortical inhibition acts nonspecifically and indirectly to maintain the selectivity of individual neurons by balancing strong intracortical excitation at the columnar level.
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Neurons in many cortical and subcortical brain areas exhibit robust gain modulation that may contribute to multiple cognitive functions, including attention, learning, sensory processing and multimodal integration.
“Neurons in many cortical and subcortical brain areas exhibit robust gain modulation that may contribute to multiple cognitive functions, including attention, learning, sensory processing and multimodal integration1–3,7,8,13–17.”
From Mechanisms underlying gain modulation in the cortex (2020) · cites this paper as [15]
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Numerical recipes in C: the art of scientific computing
(1993) · Choice Reviews Online · doi:10.5860/choice.30-5638 · Cited by 17,933 · see citing works
Receptive fields, binocular interaction and functional architecture in the cat’s visual cortex
Hubel, D. H., & Wiesel, T. N. (1962) · The Journal of Physiology · doi:10.1113/jphysiol.1962.sp006837 · Cited by 13,680 · see citing works
Self-Organization and Associative Memory
Kohonen, T. (1989) · Springer Series in Information Sciences · doi:10.1007/978-3-642-88163-3 · Cited by 8,740 · see citing works
Marr, D., & Hildreth, E. (1980) · Proceedings of the Royal Society of London. Series B. Biological Sciences · doi:10.1098/rspb.1980.0020 · Cited by 6,510 · see citing works
Excitatory and Inhibitory Interactions in Localized Populations of Model Neurons
Wilson, H. R., & Cowan, J. D. (1972) · Biophysical Journal · doi:10.1016/s0006-3495(72)86068-5 · Cited by 3,579 · see citing works
Comparative electrophysiology of pyramidal and sparsely spiny stellate neurons of the neocortex
McCormick, D. A., Connors, B. W., Lighthall, J. W., & Prince, D. A. (1985) · Journal of Neurophysiology · doi:10.1152/jn.1985.54.4.782 · Cited by 1,935 · see citing works
Normalization of cell responses in cat striate cortex
Heeger, D. J. (1992) · Visual Neuroscience · doi:10.1017/s0952523800009640 · Cited by 1,835 · see citing works
Softky, W., & Koch, C. (1993) · The Journal of Neuroscience · doi:10.1523/jneurosci.13-01-00334.1993 · Cited by 1,689 · see citing works
Noise, neural codes and cortical organization
Shadlen, M. N., & Newsome, W. T. (1994) · Current Opinion in Neurobiology · doi:10.1016/0959-4388(94)90059-0 · Cited by 1,240 · see citing works
Clustered intrinsic connections in cat visual cortex
Gilbert, C., & Wiesel, T. (1983) · Journal of Neuroscience · doi:10.1523/jneurosci.03-05-01116.1983 · Cited by 1,016 · see citing works
Spatial summation in the receptive fields of simple cells in the cat's striate cortex.
Movshon, J. A., Thompson, I. D., & Tolhurst, D. J. (1978) · The Journal of Physiology · doi:10.1113/jphysiol.1978.sp012488 · Cited by 890 · see citing works
Neuronal Networks of the Hippocampus
Traub, R. D., & Miles, R. (1991) · doi:10.1017/cbo9780511895401 · Cited by 802 · see citing works
Sillito, A. M. (1975) · The Journal of Physiology · doi:10.1113/jphysiol.1975.sp011056 · Cited by 742 · see citing works
A functional microcircuit for cat visual cortex
Douglas, R. J., & Martin, K. A. (1991) · The Journal of Physiology · doi:10.1113/jphysiol.1991.sp018733 · Cited by 736 · see citing works
The two-dimensional spatial structure of simple receptive fields in cat striate cortex
Jones, J. P., & Palmer, L. A. (1987) · Journal of Neurophysiology · doi:10.1152/jn.1987.58.6.1187 · Cited by 676 · see citing works
Contour Enhancement, Short Term Memory, and Constancies in Reverberating Neural Networks
Grossberg, S. (1982) · Boston studies in the philosophy of science · doi:10.1007/978-94-009-7758-7_8 · Cited by 652 · see citing works
Summation and Division by Neurons in Primate Visual Cortex
Carandini, M., & Heeger, D. J. (1994) · Science · doi:10.1126/science.8191289 · Cited by 649 · see citing works
Contour Enhancement, Short Term Memory, and Constancies in Reverberating Neural Networks
Grossberg, S. (1973) · Studies in Applied Mathematics · doi:10.1002/sapm1973523213 · Cited by 638 · see citing works
ANALYSIS OF RECEPTIVE FIELDS OF CAT RETINAL GANGLION CELLS
Rodieck, R. W., & Stone, J. (1965) · Journal of Neurophysiology · doi:10.1152/jn.1965.28.5.833 · Cited by 559 · see citing works
Laminar patterns of geniculocortical projection in the cat
LeVay, S., & Gilbert, C. D. (1976) · Brain Research · doi:10.1016/0006-8993(76)90002-0 · Cited by 533 · see citing works
A canonical microcircuit for neocortex
Douglas, R. J., Martin, K. A. C., & Whitteridge, D. (1989) · Neural Computation · doi:10.1162/neco.1989.1.4.480 · Cited by 514 · see citing works
Bonds, A. B. (1989) · Visual Neuroscience · doi:10.1017/s0952523800004314 · Cited by 477 · see citing works
Synaptic transmission between individual pyramidal neurons of the rat visual cortex in vitro
Mason, A., Nicoll, A., & Stratford, K. J. (1991) · Journal of Neuroscience · doi:10.1523/jneurosci.11-01-00072.1991 · Cited by 430 · see citing works
Temporal and spatial properties of local circuits in neocortex
Thomson, A. M., & Deuchars, J. (1994) · Trends in Neurosciences · doi:10.1016/0166-2236(94)90121-x · Cited by 421 · see citing works
Neuronal Operations in the Visual Cortex
Orban, G. A. (1984) · Studies of brain function · doi:10.1007/978-3-642-46469-0 · Cited by 410 · see citing works
Organization of suppression in receptive fields of neurons in cat visual cortex
DeAngelis, G. C., Robson, J. G., Ohzawa, I., & Freeman, R. D. (1992) · Journal of Neurophysiology · doi:10.1152/jn.1992.68.1.144 · Cited by 356 · see citing works
Miller, K. (1994) · Journal of Neuroscience · doi:10.1523/jneurosci.14-01-00409.1994 · Cited by 349 · see citing works
Orientation selectivity in the cat's striate cortex is invariant with stimulus contrast
Sclar, G., & Freeman, R. D. (1982) · Experimental Brain Research · doi:10.1007/bf00238641 · Cited by 339 · see citing works
Polyneuronal innervation of spiny stellate neurons in cat visual cortex
Ahmed, B., Anderson, J. C., Douglas, R. J., Martin, K. A. C., & Nelson, J. C. (1994) · The Journal of Comparative Neurology · doi:10.1002/cne.903410105 · Cited by 338 · see citing works
Orientation selectivity of synaptic potentials in neurons of cat primary visual cortex
Ferster, D. (1986) · Journal of Neuroscience · doi:10.1523/jneurosci.06-05-01284.1986 · Cited by 329 · see citing works
Garey, L. J., & Powell, T. P. S. (1971) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1971.0080 · Cited by 322 · see citing works
Sillito, A. M. (1979) · The Journal of Physiology · doi:10.1113/jphysiol.1979.sp012723 · Cited by 309 · see citing works
Peters, A., & Payne, B. R. (1993) · Cerebral Cortex · doi:10.1093/cercor/3.1.69 · Cited by 303 · see citing works
Tsumoto, T., Eckart, W., & Creutzfeldt, O. D. (1979) · Experimental Brain Research · doi:10.1007/bf00235678 · Cited by 302 · see citing works
Chapman, B., Zahs, K. R., & Stryker, M. P. (1991) · Journal of Neuroscience · doi:10.1523/jneurosci.11-05-01347.1991 · Cited by 296 · see citing works
Size, scatter and coverage of ganglion cell receptive field centres in the cat retina.
Peichl, L., & Wässle, H. (1979) · The Journal of Physiology · doi:10.1113/jphysiol.1979.sp012803 · Cited by 286 · see citing works
Receptive fields of simple cells in the cat striate cortex
Bishop, P. O., Coombs, J. S., & Henry, G. H. (1973) · The Journal of Physiology · doi:10.1113/jphysiol.1973.sp010218 · Cited by 278 · see citing works
Creutzfeldt, O. D., Kuhnt, U., & Benevento, L. A. (1974) · Experimental Brain Research · doi:10.1007/bf00235746 · Cited by 272 · see citing works
An intracellular analysis of the visual responses of neurones in cat visual cortex.
Douglas, R. J., Martin, K. A. C., & Whitteridge, D. (1991) · The Journal of Physiology · doi:10.1113/jphysiol.1991.sp018730 · Cited by 264 · see citing works
A re-evaluation of the mechanisms underlying simple cell orientation selectivity
Sillito, A. M., Kemp, J. A., Milson, J. J., & Berardi, N. (1980) · Brain Research · doi:10.1016/0006-8993(80)91234-2 · Cited by 261 · see citing works
EPSP-IPSP interactions in cat visual cortex studied with in vivo whole- cell patch recording
Ferster, D., & Jagadeesh, B. (1992) · Journal of Neuroscience · doi:10.1523/jneurosci.12-04-01262.1992 · Cited by 254 · see citing works
Orientation selectivity of cortical neurons during intracellular blockade of inhibition
Nelson, S., Toth, L., Sheth, B., & Sur, M. (1994) · Science · doi:10.1126/science.8047882 · Cited by 254 · see citing works
Self-citationSpatio‐temporal interactions in cat retinal ganglion cells showing linear spatial summation.
Enroth‐Cugell, C., Robson, J. G., Schweitzer‐Tong, D. E., & Watson, A. B. (1983) · The Journal of Physiology · doi:10.1113/jphysiol.1983.sp014806 · Cited by 254 · see citing works
Beaulieu, C., & Colonnier, M. (1985) · The Journal of Comparative Neurology · doi:10.1002/cne.902310206 · Cited by 239 · see citing works
Hestrin, S. (1992) · Neuron · doi:10.1016/0896-6273(92)90250-h · Cited by 234 · see citing works
Poggio, T., & Reichardt, W. (1976) · Quarterly Reviews of Biophysics · doi:10.1017/s0033583500002535 · Cited by 229 · see citing works
Central connections of the retinal ON and OFF pathways
Schiller, P. H. (1982) · Nature · doi:10.1038/297580a0 · Cited by 229 · see citing works
Kaplan, E., Purpura, K. P., & Shapley, R. M. (1987) · The Journal of Physiology · doi:10.1113/jphysiol.1987.sp016737 · Cited by 207 · see citing works
Wörgötter, F., & Koch, C. (1991) · Journal of Neuroscience · doi:10.1523/jneurosci.11-07-01959.1991 · Cited by 204 · see citing works
Jagadeesh, B., Wheat, H. S., & Ferster, D. (1993) · Science · doi:10.1126/science.8266083 · Cited by 204 · see citing works
The quantized geometry of visual space: The coherent computation of depth, form, and lightness
Grossberg, S. (1983) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00017763 · Cited by 198 · see citing works
Linsenmeier, R. A., Frishman, L. J., Jakiela, H. G., & Enroth‐Cugell, C. (1982) · Vision Research · doi:10.1016/0042-6989(82)90082-7 · Cited by 197 · see citing works
Kisvárday, Z. F., Beaulieu, C., & Eysel, U. T. (1993) · Journal of Comparative Neurology · doi:10.1002/cne.903270307 · Cited by 195 · see citing works
Organization of cat visual cortex as investigated by cross-correlation technique.
Toyama, K., Kimura, M., & Tanaka, K. (1981) · Journal of Neurophysiology · doi:10.1152/jn.1981.46.2.202 · Cited by 194 · see citing works
Receptive-field structure in cat striate cortex.
Palmer, L. A., & Davis, T. L. (1981) · Journal of Neurophysiology · doi:10.1152/jn.1981.46.2.260 · Cited by 192 · see citing works
Neural dynamics of surface perception: Boundary webs, illuminants, and shape-from-shading
Grossberg, S., & Ennio Mingolla, B. (1987) · Computer Vision Graphics and Image Processing · doi:10.1016/s0734-189x(87)80015-4 · Cited by 189 · see citing works
Vidyasagar, T. R., & Urbas, J. V. (1982) · Experimental Brain Research · doi:10.1007/bf00237172 · Cited by 188 · see citing works
The Use of Degeneration Methods in the Investigation of Short Neuronal Connexions
Szentágothai, J. (1965) · Progress in brain research · doi:10.1016/s0079-6123(08)63737-1 · Cited by 185 · see citing works
Freund, T. F., Martin, K. A. C., Somogyi, P., & Whitteridge, D. (1985) · The Journal of Comparative Neurology · doi:10.1002/cne.902420209 · Cited by 165 · see citing works
Interactions between cat striate cortex neurons
Michalski, A., Gerstein, G. L., Czarkowska, J., & Tarnecki, R. (1983) · Experimental Brain Research · doi:10.1007/bf00236807 · Cited by 155 · see citing works
Neuronal networks of the hippocampus
(1992) · Comparative Biochemistry and Physiology Part A Physiology · doi:10.1016/0300-9629(92)90749-g · Cited by 147 · see citing works
Neuronal Organization in Area 17 of Cat Visual Cortex
Peters, A., & Yılmaz, E. (1993) · Cerebral Cortex · doi:10.1093/cercor/3.1.49 · Cited by 141 · see citing works
Pei, X., Vidyasagar, T. R., Volgushev, M., & Creutzfeldt, O. D. (1994) · Journal of Neuroscience · doi:10.1523/jneurosci.14-11-07130.1994 · Cited by 137 · see citing works
Christof Koch, A., Douglas, R. J., & Wehmeier, U. J. (1990) · Journal of Neuroscience · doi:10.1523/jneurosci.10-06-01728.1990 · Cited by 133 · see citing works
Mechanisms of inhibition in cat visual cortex.
Berman, N. J., Douglas, R. J., Martin, K. A. C., & Whitteridge, D. (1991) · The Journal of Physiology · doi:10.1113/jphysiol.1991.sp018731 · Cited by 130 · see citing works
Synaptic organization of claustral and geniculate afferents to the visual cortex of the cat
LeVay, S. (1986) · Journal of Neuroscience · doi:10.1523/jneurosci.06-12-03564.1986 · Cited by 129 · see citing works
Inhibition contributes to orientation selectivity in visual cortex of cat
Hata, Y., Tsumoto, T., Sato, H., Hagihara, K., & Tamura, H. (1988) · Nature · doi:10.1038/335815a0 · Cited by 127 · see citing works
Beaulieu, C., & Colonnier, M. (1983) · The Journal of Comparative Neurology · doi:10.1002/cne.902170308 · Cited by 124 · see citing works
Origin of orientation-selective EPSPs in simple cells of cat visual cortex
Ferster, D. (1987) · Journal of Neuroscience · doi:10.1523/jneurosci.07-06-01780.1987 · Cited by 122 · see citing works
Shou, T., & Leventhal, A. G. (1989) · Journal of Neuroscience · doi:10.1523/jneurosci.09-12-04287.1989 · Cited by 119 · see citing works
A model for the temporal organization of X- and Y-type receptive fields in the primate retina
Richter, J., & Ullman, S. (1982) · Biological Cybernetics · doi:10.1007/bf00336975 · Cited by 119 · see citing works
Linear mechanism of orientation tuning in the retina and lateral geniculate nucleus of the cat
Soodak, R. E., Shapley, R. M., & Kaplan, E. (1987) · Journal of Neurophysiology · doi:10.1152/jn.1987.58.2.267 · Cited by 109 · see citing works
Receptive field organization of simple cells in cat striate cortex
Heggelund, P. (1981) · Experimental Brain Research · doi:10.1007/bf00235733 · Cited by 103 · see citing works
Targets and Quantitative Distribution of GABAergic Synapses in the Visual Cortex of the Cat
Beaulieu, C., & Somogyi, P. (1990) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.1990.tb00421.x · Cited by 95 · see citing works
Crook, J., & Eysel, U. T. (1992) · Journal of Neuroscience · doi:10.1523/jneurosci.12-05-01816.1992 · Cited by 93 · see citing works
Vogels, R., & Orban, G. A. (1991) · Experimental Brain Research · doi:10.1007/bf00231757 · Cited by 91 · see citing works
Cat and monkey cortical columnar patterns modeled by bandpass-filtered 2D white noise
Rojer, A. S., & Schwartz, E. (1990) · Biological Cybernetics · doi:10.1007/bf00197644 · Cited by 90 · see citing works
The orientation selectivity of single neurons in cat striate cortex
Watkins, D., & Berkley, M. A. (1974) · Experimental Brain Research · doi:10.1007/bf00234465 · Cited by 88 · see citing works
Neuronal connections underlying orientation selectivity in cat visual cortex
Ferster, D., & Christof Koch, A. (1987) · Trends in Neurosciences · doi:10.1016/0166-2236(87)90126-3 · Cited by 87 · see citing works
Map of the synapses formed with the dendrites of spiny stellate neurons of cat visual cortex
Anderson, J. C., Douglas, R. J., Martin, K. A. C., & Nelson, J. C. (1994) · Journal of Comparative Neurology · doi:10.1002/cne.903410104 · Cited by 85 · see citing works
GABA-induced remote inactivation reveals cross-orientation inhibition in the cat striate cortex
Eysel, U. T., Crook, J. M., & Machemer, H. (1990) · Experimental Brain Research · doi:10.1007/bf00228003 · Cited by 84 · see citing works
Effects of inhibition and dendritic saturation in simulated neocortical pyramidal cells
Bush, P. C., & Sejnowski, T. J. (1994) · Journal of Neurophysiology · doi:10.1152/jn.1994.71.6.2183 · Cited by 83 · see citing works
Development of orientation columns via competition between ON-and OFF-center inputs
Miller, K. D. (1992) · Neuroreport · doi:10.1097/00001756-199201000-00019 · Cited by 82 · see citing works
Malpeli, J. G. (1983) · Journal of Neurophysiology · doi:10.1152/jn.1983.49.3.595 · Cited by 82 · see citing works
Usher, M., Stemmler, M., Christof Koch, A., & Olami, Z. (1994) · Neural Computation · doi:10.1162/neco.1994.6.5.795 · Cited by 79 · see citing works
Hornung, J., & Garey, L. J. (1981) · Neuroscience · doi:10.1016/0306-4522(81)90070-1 · Cited by 78 · see citing works
Dean, A. F., & Tolhurst, D. J. (1986) · Experimental Brain Research · doi:10.1007/bf00237410 · Cited by 74 · see citing works
Synaptic output of physiologically identified spiny stellate neurons in cat visual cortex
Anderson, J. C., Douglas, R. J., Martin, K. A. C., & Nelson, J. C. (1994) · The Journal of Comparative Neurology · doi:10.1002/cne.903410103 · Cited by 72 · see citing works
Effects of glutamate and GABA on specific response properties of neurones in the visual cortex
Hess, R. F., & Murata, K. (1974) · Experimental Brain Research · doi:10.1007/bf00235748 · Cited by 70 · see citing works
A model for the coordinated development of columnar systems in primate striate cortex
Swindale, N. V. (1992) · Biological Cybernetics · doi:10.1007/bf00198475 · Cited by 70 · see citing works
Horton, J., & Sherk, H. (1984) · Journal of Neuroscience · doi:10.1523/jneurosci.04-02-00374.1984 · Cited by 67 · see citing works
A comparison of inhibition in orientation and spatial frequency selectivity of cat visual cortex
Ramoa, A. S., Shadlen, M. N., SKOTTUN, B. C., & Freeman, R. D. (1986) · Nature · doi:10.1038/321237a0 · Cited by 66 · see citing works
Tolhurst, D. J., & Dean, A. F. (1990) · Experimental Brain Research · doi:10.1007/bf00229326 · Cited by 62 · see citing works
Komatsu, Y., Nakajima, S., Toyama, K., & Fetz, E. E. (1988) · Brain Research · doi:10.1016/0006-8993(88)91526-0 · Cited by 62 · see citing works
Dynamics of the orientation tuning of postsynaptic potentials in the cat visual cortex
Volgushev, M., Vidyasagar, T. R., & Pei, X. (1995) · Visual Neuroscience · doi:10.1017/s0952523800008919 · Cited by 61 · see citing works
Receptive field properties in the cat's area 17 in the absence of on- center geniculate input
Sherk, H., & Horton, J. (1984) · Journal of Neuroscience · doi:10.1523/jneurosci.04-02-00381.1984 · Cited by 59 · see citing works
Nelson, S. B. (1991) · Journal of Neuroscience · doi:10.1523/jneurosci.11-02-00369.1991 · Cited by 58 · see citing works
Self-citationSpatial summation by simple cells in the striate cortex of the cat
Tolhurst, D. J., & Dean, A. F. (1987) · Experimental Brain Research · doi:10.1007/bf00270694 · Cited by 56 · see citing works
Dehay, C., Douglas, R. J., Martin, K. A. C., & Nelson, C. (1991) · The Journal of Physiology · doi:10.1113/jphysiol.1991.sp018732 · Cited by 56 · see citing works
Linearity of synaptic interactions in the assembly of receptive fields in cat visual cortex
Ferster, D. (1994) · Current Opinion in Neurobiology · doi:10.1016/0959-4388(94)90058-2 · Cited by 49 · see citing works
Laminar cell counts and geniculo-cortical boutons in area 17 of cat and monkey
Winfield, D. A., & Powell, T. P. S. (1983) · Brain Research · doi:10.1016/0006-8993(83)90929-0 · Cited by 48 · see citing works
Cat area 17. I. Pattern of thalamic control of cortical layers
Malpeli, J. G., Lee, C., Schwark, H. D., & Weyand, T. G. (1986) · Journal of Neurophysiology · doi:10.1152/jn.1986.56.4.1062 · Cited by 45 · see citing works
Local intracortical connections in the cat's visual cortex: postnatal development and plasticity
Ghose, G. M., Freeman, R. D., & Ohzawa, I. (1994) · Journal of Neurophysiology · doi:10.1152/jn.1994.72.3.1290 · Cited by 37 · see citing works
Rules for the cortical map of ocular dominance and orientation columns
Grossberg, S., & Olson, S. J. (1994) · Neural Networks · doi:10.1016/s0893-6080(05)80150-9 · Cited by 31 · see citing works
Neuronal operations in the visual cortex
Orban, G. A. (1985) · Signal Processing · doi:10.1016/0165-1684(85)90046-5 · Cited by 28 · see citing works
The Qijantized Geometry of Visual Space: The Coherent Computation of Depth, Form and Lightness
Grossberg, S. (1987) · Advances in psychology · doi:10.1016/s0166-4115(08)61756-2 · Cited by 24 · see citing works
An Emergent Model of Visual Cortical Orientation Selectivity
Somers, D. C., Nelson, S. B., & Sur, M. (1995) · Springer eBooks · doi:10.1007/978-1-4615-2235-5_51 · Cited by 17 · see citing works
Self-citationAbnormal orientation bias of LGN neurons in strabismic cats.
Chino, Y. M., & Kaplan, E. (1988) · PubMed · Cited by 12 · see citing works
Neural dynamics of surface perception: Boundary webs, illuminants, and shape-from-shading
Grossberg, S., & Mingolla, E. (1986) · Computer Vision Graphics and Image Processing · doi:10.1016/0734-189x(86)90095-2 · Cited by 10 · see citing works
Bednar, J. A. (2009) · Cited by 4 · see citing works
Direction Selectivity In Primary Visual Cortex Using Massive Intracortical Connections
Suarez, H. H., Koch, C., & Douglas, R. J. (1994) · CaltechAUTHORS (California Institute of Technology) · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Bonds AB (1993) The encoding of cortical contrast gain control. In: Contrast sensitivity (Shapley RM, Lam D-K, eds), pp 215-230. Cam- bridge, MA: MIT Press.
- Koch C, Poggio T (1985) The synaptic veto mechanism: does it un- derlie direction and orientation selectivity in the visual cortex? In: Models of the visual cortex (Rose DR, Dobson VG, eds), pp 408- 419. New York: Wiley.
Cited by
Sorted by citations
Homeostatic plasticity in the developing nervous system
Turrigiano, G. G., & Nelson, S. B. (2004) · Nature Reviews Neuroscience · doi:10.1038/nrn1327 · Cited by 2,485 · see citing works
Self-citationCellular and network mechanisms of rhythmic recurrent activity in neocortex
Sanchez-Vives, M. V., & McCormick, D. A. (2000) · Nature Neuroscience · doi:10.1038/79848 · Cited by 1,539 · see citing works
Compte, A. (2000) · Cerebral Cortex · doi:10.1093/cercor/10.9.910 · Cited by 1,143 · see citing works
Synaptic reverberation underlying mnemonic persistent activity
Wang, X.-J. (2001) · Trends in Neurosciences · doi:10.1016/s0166-2236(00)01868-3 · Cited by 1,059 · see citing works
Spontaneously emerging cortical representations of visual attributes
Kenet, T., Bibitchkov, D., Tsodyks, M., Grinvald, A., & Arieli, A. (2003) · Nature · doi:10.1038/nature02078 · Cited by 924 · see citing works
Practising orientation identification improves orientation coding in V1 neurons
Schoups, A., Vogels, R., Qian, N., & Orban, G. (2001) · Nature · doi:10.1038/35087601 · Cited by 856 · see citing works
Zhang, K., Ginzburg, I., McNaughton, B. L., & Sejnowski, T. J. (1998) · Journal of Neurophysiology · doi:10.1152/jn.1998.79.2.1017 · Cited by 741 · see citing works
Patterning and plasticity of the cerebral cortex
Sur, M., & Rubenstein, J. L. R. (2005) · Science · doi:10.1126/science.1112070 · Cited by 677 · see citing works
Self-citationBrunel, N., & Wang, X.-J. (2001) · Journal of Computational Neuroscience · doi:10.1023/a:1011204814320 · Cited by 620 · see citing works
Division and subtraction by distinct cortical inhibitory networks in vivo
Wilson, N. R., Runyan, C. A., Wang, F. L., & Sur, M. (2012) · Nature · doi:10.1038/nature11347 · Cited by 568 · see citing works
Self-citationModeling Sleep and Wakefulness in the Thalamocortical System
Hill, S., & Tononi, G. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00915.2004 · Cited by 417 · see citing works
The Contribution of Noise to Contrast Invariance of Orientation Tuning in Cat Visual Cortex
Anderson, J. S., Lampl, I., Gillespie, D. C., & Ferster, D. (2000) · Science · doi:10.1126/science.290.5498.1968 · Cited by 422 · see citing works
Internal Dynamics Determine the Cortical Response to Thalamic Stimulation
MacLean, J. N., Watson, B. O., Aaron, G. B., & Yuste, R. (2005) · Neuron · doi:10.1016/j.neuron.2005.09.035 · Cited by 373 · see citing works
Computational approaches to sensorimotor transformations
Pouget, A., & Snyder, L. H. (2000) · Nature Neuroscience · doi:10.1038/81469 · Cited by 357 · see citing works
Oblique effect: a neural basis in the visual cortex
Li, B., Peterson, M. R., & Freeman, R. D. (2003) · Journal of Neurophysiology · doi:10.1152/jn.00954.2002 · Cited by 328 · see citing works
Mechanisms underlying gain modulation in the cortex
Ferguson, K. A., & Cardin, J. A. (2020) · Nature Reviews Neuroscience · doi:10.1038/s41583-019-0253-y · Cited by 327 · see citing works
Developmental mechanisms of topographic map formation and alignment
Cang, J., & Feldheim, D. A. (2013) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-062012-170341 · Cited by 275 · see citing works
What Geometric Visual Hallucinations Tell Us about the Visual Cortex
Bressloff, P. C., Cowan, J. D., Golubitsky, M., Thomas, P. J., & Wiener, M. C. (2002) · Neural Computation · doi:10.1162/089976602317250861 · Cited by 290 · see citing works
Runyan, C. A., Schummers, J., Van Wart, A., Kuhlman, S. J., Wilson, N. R., Huang, Z. J., & Sur, M. (2010) · Neuron · doi:10.1016/j.neuron.2010.08.006 · Cited by 244 · see citing works
Self-citationGating and control of primary visual cortex by pulvinar
Purushothaman, G., Marion, R., Li, K., & Casagrande, V. A. (2012) · Nature Neuroscience · doi:10.1038/nn.3106 · Cited by 236 · see citing works
The Emergence of Contrast-Invariant Orientation Tuning in Simple Cells of Cat Visual Cortex
Finn, I. M., Priebe, N. J., & Ferster, D. (2007) · Neuron · doi:10.1016/j.neuron.2007.02.029 · Cited by 248 · see citing works
Attractor Dynamics of Spatially Correlated Neural Activity in the Limbic System
Knierim, J. J., & Zhang, K. (2012) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-062111-150351 · Cited by 222 · see citing works
Predictive coding as a model of response properties in cortical area V1
Spratling, M. W. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.4911-09.2010 · Cited by 206 · see citing works
Stimulus feature selectivity in excitatory and inhibitory neurons in primary visual cortex
Cardin, J. A., Palmer, L. A., & Contreras, D. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.1692-07.2007 · Cited by 185 · see citing works
Lumer, E. (1997) · Cerebral Cortex · doi:10.1093/cercor/7.3.207 · Cited by 186 · see citing works
Fine-tuning of pre-balanced excitation and inhibition during auditory cortical development
Sun, Y. J., Wu, G. K., Liu, B.-H., Li, P., Zhou, M., Xiao, Z., Tao, H. W., & Zhang, L. I. (2010) · Nature · doi:10.1038/nature09079 · Cited by 180 · see citing works
Functionally distinct inhibitory neurons at the first stage of visual cortical processing
Hirsch, J. A., Martinez, L. M., Pillai, C., Alonso, J.-M., Wang, Q., & Sommer, F. T. (2003) · Nature Neuroscience · doi:10.1038/nn1152 · Cited by 176 · see citing works
Physiological properties of inhibitory interneurons in cat striate cortex
Azouz, R. (1997) · Cerebral Cortex · doi:10.1093/cercor/7.6.534 · Cited by 173 · see citing works
Processing in layer 4 of the neocortical circuit: new insights from visual and somatosensory cortex
Miller, K. (2001) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(00)00239-7 · Cited by 170 · see citing works
Theoretical Neuroscience Rising
Abbott, L. F. (2008) · Neuron · doi:10.1016/j.neuron.2008.10.019 · Cited by 163 · see citing works
How Noise Contributes to Contrast Invariance of Orientation Tuning in Cat Visual Cortex
Hansel, D., & van Vreeswijk, C. (2002) · The Journal of Neuroscience · doi:10.1523/jneurosci.22-12-05118.2002 · Cited by 157 · see citing works
Cortical damping: analysis of thalamocortical response transformations in rodent barrel cortex
Pinto, D. J. (2003) · Cerebral Cortex · doi:10.1093/cercor/13.1.33 · Cited by 137 · see citing works
Topology and dynamics of the canonical circuit of cat V1
Binzegger, T., Douglas, R. J., & Martin, K. A. C. (2009) · Neural Networks · doi:10.1016/j.neunet.2009.07.011 · Cited by 108 · see citing works
Connectivity of GABAergic Calretinin-immunoreactive Neurons in Rat Primary Visual Cortex
Gonchar, Y. (1999) · Cerebral Cortex · doi:10.1093/cercor/9.7.683 · Cited by 117 · see citing works
Lumer, E. (1997) · Cerebral Cortex · doi:10.1093/cercor/7.3.228 · Cited by 103 · see citing works
Altered tactile processing in children with autism spectrum disorder
Tavassoli, T., Bellesheim, K., Tommerdahl, M., Holden, J. M., Kolevzon, A., & Buxbaum, J. D. (2016) · Autism Research · doi:10.1002/aur.1563 · Cited by 88 · see citing works
Thalamocortical specificity and the synthesis of sensory cortical receptive fields
Alonso, J.-M., & Swadlow, H. A. (2005) · Journal of Neurophysiology · doi:10.1152/jn.01281.2004 · Cited by 73 · see citing works
Lumer, E. (1998) · Cerebral Cortex · doi:10.1093/cercor/8.6.553 · Cited by 62 · see citing works
Response-dependent dynamics of cell-specific inhibition in cortical networks in vivo
El-Boustani, S., & Sur, M. (2014) · Nature Communications · doi:10.1038/ncomms6689 · Cited by 61 · see citing works
Self-citation
- Authors
- Somers, D., Nelson, S., & Sur, M.
- Affiliations
- Massachusetts Institute of Technology (US)
- ORCID
- Sur, M
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 1995-08-01
- Volume
- 15
- Issue
- 8
- Pages
- 5448-5465
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC6577625
- OpenAlex
- W1867287134
- Cited by
- 860
- References
- 111
- Citations by year
- 2026: 3 · 2025: 16 · 2024: 13 · 2023: 5 · 2022: 14 · 2021: 13 · 2020: 18 · 2019: 15 · 2018: 13 · 2017: 16 · 2016: 22 · 2015: 25 · 2014: 35 · 2013: 38 · 2012: 34
- FWCI
- 22.64
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- Advanced Research Projects Agency
- National Institute of Mental Health (MH-10671, F32MH010671)
- National Eye Institute (EY07023, EY-06363)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
- Keywords
- orientation selectivity, simple cells, primary visual cortex, cats, intracortical inhibition, lateral geniculate nucleus, thalamocortical afferents, layer 4, orientation tuning
- MeSH terms
- Aminobutyrates, Animals, Bicuculline, Cats, Computer Simulation, Models, Neurological, Neural Inhibition, Neurons, Reference Values, Visual Cortex, 4,4'-Diisothiocyanostilbene-2,2'-Disulfonic Acid
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