Disclaimer: The choice of the data sources reflects my personal opinion. Because the ISI database goes back to 1970 (although Web of Science claims "SCI-expanded" coverage back to 1900 now), the citation figures for older papers are likely to be underestimated. Ranking used here should be treated as a guide to the eye only. No comparison of the scientific merit of the included papers was intended.
Email your suggestions to yury@neu.edu.
| Rank | Article | Subjective score1 | Number of citations2 | |
|---|---|---|---|---|
| Google Scholar | Web of Science | |||
| 1 | Hubel, D. H., Wiesel, T. N. (1962) Receptive fields, binocular interaction and functional architecture in the cat's visual cortex.[G] J. Physiol. Lond. 160: 106-154. | ******* | 2442 | 4858 |
| 2 | Treisman, A. M., & Gelade, G. (1980) A feature integration theory of attention.[G] Cognitive Psychology, 12, 97-136. | **** | 1883 | 2518 |
| 3 | Hubel, D. H., Wiesel, T. N. (1968) Receptive fields and functional architecture of monkey striate cortex.[G] J. Physiol. Lond. 195: 215-243. | ***** | 1066 | 2315 |
| 4 | Posner, M. I. (1980) Orienting of attention.[G] Quarterly Journal of Experimental Psychology, 32, 3-25. | *** | 1299 | 1908 |
| 5 | Marr, D. & Hildreth, E. (1980) Theory of edge detection.[G] Proceedings of the Royal Society of London, 207B, 187-217. | ** | 1702 | 1535 |
| 6 | Enroth-Cugell, C and Robson, J. G. (1966) The contrast sensitivity of retinal ganglion cells of the cat.[G] J Physiol., 187(3): 517-552. | ** | 611 | 1621 |
| 7 | Hubel, D. H. and Wiesel, T. N. (1965) Receptive fields and functional architecture in two nonstriate visual areas (18 and 19) of the cat.[G] J Neurophysiol, 28, 229-289. | * | 461 | 1497 |
| 8 | Felleman, D.J., Van Essen, D.C. (1991) Distributed hierarchical processing in the primate cerebral cortex.[G] Cerebral Cortex, 1(1): 1-47. | ***** | 1481 | |
| 9 | Gray, C. M., Konig, P., Engel, A. K., and Singer, W. (1989) Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties.[G] Nature, 338, 334-337. | * | 1232 | 1451 |
| 10 | Shepard, R. N., & Metzler, J. (1971) Mental rotation of three-dimensional objects.[G] Science, 171(3972): 701-703. | * | 831 | 1372 |
| 11 | Hubel, D. H. and Wiesel, T. N. (1970) The period of susceptibility to the physiological effects of unilateral eye closure in kittens.[G] J Physiol, 206(2):419-436. | 495 | 1359 | |
| 12 | Campbell FW, Robson JG. (1968) Application of Fourier analysis to the visibility of gratings.[G] J Physiol 197(3):551-66. | ******* | 571 | 1338 |
| 13 | Biederman, I. (1987) Recognition-by-components: A theory of human image understanding.[G] Psychological Review, 94, 115-147. | ****** | 1304 | 1310 |
| 14 | Wong-Riley, M. T. T. (1979) Changes in the visual system of monocularly sutured or enucleated cats demonstrable with cytochrome oxidase histochemistry.[G] Brain Res. 171: 11-28. | ** | 605 | 1261 |
| 15 | Kuffler, S.W. (1953) Discharge patterns and functional organization of mammalian retina.[G] Journal of Neurophysiology, 16, 37-68. | ******* | 424 | 1248 |
| 16 | Livingstone, M.S., Hubel, D.H. (1988) Segregation of form, color, movement, and depth: anatomy, physiology, and perception.[G] Science, 240(4853): 740-749. | ***** | 888 | 1169 |
| 17 | Adelson E. H. & Bergen, J. R. (1985) Spatio-temporal energy models for the perception of motion.[G] Journal of the Optical Society of America A, 2, 284-299. | **** | 1148 | 1140 |
| 18 | Blakemore, C. and Campbell, F. W. (1969) On the existence of neurones in the human visual system selectively sensitive to the orientation and size of retinal images.[G] J Physiol., 203(1): 237-260. | ****** | 361 | 1137 |
| 19 | Wiesel, T. N. and Hubel, D. H. (1963) Single cell responses in striate cortex of kittens deprived of vision in one eye.[G] J Neurophysiol, 26, 1003-1017. | ** | 416 | 1089 |
| 20 | Kanwisher, N., McDermott, J., Chun, M.M. (1997) The fusiform face area: A module in human extrastriate cortex specialized for face perception.[G] Journal of Neuroscience, 17(11): 4302-4311. | **** | 1072 | 1032 |
| 21 | Hubel, D. H. and Wiesel, T. N. (1959) Receptive fields of single neurones in the cat's striate cortex.[G] J Physiol, 148, 574-591. | *** | 470 | 1062 |
| 22 | Eckhorn, et al. (1988) Coherent oscillations: a mechanism of feature linking in the visual cortex?[G] Biological Cybernetics, 60(2): 121-130. | 612 | 1045 | |
| 23 | Duncan, J., Humphreys, G. W. (1989) Visual search and stimulus similarity.[G] Psychol Rev, 96(3): 433-58. | * | 658 | 988 |
| 24 | Goodale, M. A., & Milner, A. D. (1992) Separate visual pathways for perception and action.[G] Trends in Neurosciences, 15, 20-25. | *** | 962 | 933 |
| 25 | Nathans, J., Thomas, D., and Hogness, D. S. (1986) Molecular genetics of human color vision: the genes encoding blue, green, and red pigments.[G] Science, 232(4747): 193 - 202. | *** | 409 | 955 |
| 26 | Koenderink, J.J. (1984) The structure of images.[G] Biological Cybernetics, 50(5): 363-370. | 918 | 571 | |
| 27 | Moran, J., & Desimone, R. (1985) Selective attention gates visual processing in the extrastriate cortex.[G] Science, 229(4715): 782-784. | *** | 738 | 892 |
| 28 | Corbetta, M. et al. (1991) Selective and divided attention during visual discriminations of[G] shape, color, and speed: Functional anatomy by positron emission tomography. Journal of Neuroscience, 11(8): 2383-2402. | ** | 684 | 873 |
| 29 | Barlow HB, Blakemore C, Pettigrew JD. (1967) The neural mechanism of binocular depth discrimination.[G] J Physiol, 193(2):327-42. | ****** | 342 | 857 |
| 30 | Navon, D. (1977) Forest before trees: The precedence of global features in visual perception.[G] Cognitive Psychology, 9, 353-383. | * | 476 | 851 |
| 31 | Olshausen, B. A. and Field, D. J. (1996) Emergence of simple-cell receptive field properties by learning a sparse code for natural images.[G] Nature, 381: 607-609. | 842 | 441 | |
| 32 | Livingstone, M.S., Hubel, D.H. (1984) Anatomy and physiology of a color system in the primate visual cortex.[G] Journal of Neuroscience, 4(1): 309-356. | *** | 413 | 823 |
| 33 | Treisman, A., Gormican, S. (1988) Feature analysis in early vision: evidence from search asymmetries.[G] Psychological review, 95(1): 15-48. Cited 542 times. | * | 478 | 812 |
| 34 | Belliveau, J. W., Kennedy, D. N., and McKinstry, R. C. (1991) Functional mapping of the human visual cortex by magnetic resonance imaging.[G] Science, 254(5032): 716 - 719. | * | 596 | 810 |
| 35 | Hubel, D. H. and Wiesel, T. N. (1977) Plasticity of ocular dominance columns in monkey striate cortex.[G] Philos Trans R Soc Lond B Biol Sci, 278(961): 377-409. | ** | 379 | 807 |
| 36 | Gray, C. M. and Singer, W. (1989) Stimulus-specific neuronal oscillations in orientation columns of cat visual cortex.[G] PNAS, 86(5): 1698-1702. | *** | 685 | 788 |
| 37 | Daugman J. G. (1985) Uncertainty relation for resolution in space, spatial frequency, and[G] orientation optimized by two-dimensional visual cortical filters. J. Opt. Soc. Am. A, 2(7): 1160-1169. | 777 | 530 | |
| 38 | Itti, L., Koch, C., and Niebur, E. (1998) A model of saliency-based visual attention for rapid scene analysis.[G] IEEE Transactions on Pattern Analysis and Machine Intelligence 20(11):1254-1259. | 773 | 256 | |
| 39 | Mishkin, M., Ungerleider, L. G., & Macko, K. A. (1983) Object vision and spatial vision: Two cortical pathways.[G] Trends in Neurosciences, 6, 414-417. | *** | 568 | 746 |
| 40 | Field D. J. (1987) Relations between the statistics of natural images and the response properties of cortical cells.[G] J. Opt. Soc. Am. A, 4, 2379-2394. | * | 741 | 528 |
| 41 | D. Marr, T. Poggio (1979) A Computational Theory of Human Stereo Vision.[G] Proceedings of the Royal Society of London. Series B, Biological Sciences, 204(1156): 301-328. | *** | 455 | 741 |
| 42 | Zeki, S. et al. (1991) A direct demonstration of functional specialization in human visual cortex.[G] Journal of Neuroscience, 11(3): 641-649. | * | 539 | 736 |
| 43 | Barlow, H. B. and Levick, W. R. (1965) The mechanism of directionally selective units in the rabbit's retina.[G] J. Physiol. 178: 477-504. | * | 322 | 724 |
| 44 | Sereno, M. I. et al. (1995) Borders of multiple visual areas in humans revealed by functional magnetic resonance imaging.[G] Science, 268(5212), 889-893. | 638 | 688 | |
| 45 | Marr, D., & Nishihara, H. K. (1978) Representation and recognition of the spatial organization of three-dimensional shapes.[G] Proceedings of the Royal Society of London, 200, 269-294. | *** | 551 | 682 |
| 46 | Maunsell, J.H.R., Van Essen, D.C. (1983) Functional properties of neurons in middle temporal visual area of[G] the macaque monkey. I. Selectivity for stimulus direction, speed, and orientation. Journal of Neurophysiology, 49(5): 1127-1147. | * | 433 | 664 |
| 47 | Gross, C. G., Rocha-Miranda, C. E., and Bender, D. B. (1972) Visual properties of neurons in inferotemporal cortex of the Macaque.[G] J Neurophysiol 35, 96-111. | **** | 348 | 658 |
| 48 | Johansson, G. (1973) Visual perception of biological motion and a model for its analysis.[G] Perception & Psychophysics, 14, 201-211. | **** | 611 | 638 |
| 49 | Smith, V.C., Pokorny, J. (1975) Spectral sensitivity of the foveal cone photopigments between 400 and 500 nm.[G] Vision Research, 15(2): 161-171. | * | 363 | 636 |
| 50 | Rensink, R.A., O'Regan, J.K., Clark, J.J. (1997) To see or not to see: The Need for Attention to Perceive Changes in Scenes.[G] Psychological Science, 8(5): 368-373. | ***** | 537 | 635 |
| 51 | Watson, J. D. G. (1993) Area V5 of the Human Brain: Evidence from a Combined Study Using Positron Emission Tomography and Magnetic Resonance Imaging.[G] Cerebral Cortex, 3, 79-94. | 497 | 635 | |
| 52 | Thorpe, S., Fize, D., and Marlot, C. (1996) Speed of processing in the human visual system.[G] Nature, 381, 520-522. | 635 | 438 | |
| 53 | Bienenstock, E. L., Cooper, L. N., and Monro, P. W. (1982) Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex.[G] J Neuroscience 2, 32-48. | 578 | 623 | |
| 54 | Bell, A.J., Sejnowski, T.J. (1997) The 'independent components' of natural scenes are edge filters.[G] Vision Research, 37(23): 3327-3338. | 623 | 323 | |
| 55 | Boynton, G. M., Engel, S. A., Glover, G. H., and Heeger D. J. (1996) Linear Systems Analysis of Functional Magnetic Resonance Imaging in Human V1.[G] J. Neurosci. 16: 4207-4221. | 599 | 556 | |
| 56 | Wolfe, J.M., Cave, K.R., Franzel, S.L. (1989) Guided search: an alternative to the feature integration model for visual search.[G] Journal of Experimental Psychology: Human Perception and Performance, 15(3): 419-433. | * | 403 | 597 |
| 57 | DeValois, R.L., Albrecht, D.G., Thorell, L.G. (1982) Spatial frequency selectivity of cells in macaque visual cortex.[G] Vision Research, 22(5): 545-559. | *** | 406 | 576 |
| 58 | Julesz, B. (1981) Textons, the elements of texture perception, and their interactions.[G] Nature, 290: 91-97. | * | 370 | 569 |
| 59 | Koch, C. and Ullman, S. (1985) Shifts in selective visual attention: towards the underlying neural circuitry.[G] Hum Neurobiol, 4(4): 219-227. | 568 | 422 | |
| 60 | Sperling, G. (1960). The information available in brief visual presentations.[G] Psychological Monographs, 74, 1-29. | 557 | 348 | |
| 61 | Derrington, A. M., and Krauskopf, J., and Lennie, P. (1984) Chromatic mechanisms in lateral geniculate nucleus of macaque.[G] J Physiol, 357(1): 241-265. | *** | 379 | 553 |
| 62 | Watson, A. B. and Ahumada A. J. (1985) Model of human visual-motion sensing.[G] J Opt Soc Am A, 2(2): 322-341. | * | 439 | 550 |
| 63 | Newsome, W.T., Pare, E.B. (1988) A selective impairment of motion perception following lesions of the middle temporal visual area (MT).[G] Journal of Neuroscience, 8(6): 2201-2211. | ***** | 361 | 542 |
| 64 | Eriksen, C.W., St James, J.D. (1986) Visual attention within and around the field of focal attention: a zoom lens model.[G] Perception and Psychophysics, 40(4): 225-240. | * | 332 | 534 |
| 65 | Desimone, R., Albright, T. D., Gross, C. G. and Bruce, C. (1984) Stimulus-selective properties of inferior temporal neurons in the macaque.[G] J. Neurosci. 4: 2051-2062. | * | 347 | 525 |
| 66 | Tootell, R.B.H. et al. (1995) Functional analysis of human MT and related visual cortical areas using magnetic resonance imaging.[G] Journal of Neuroscience, 15(4): 3215-3230. | * | 472 | 516 |
| 67 | Field D. J. (1994) What is the goal of sensory coding?[G] Neural Computation, 6(4): 559-601. | * | 502 | 282 |
| 68 | Chelazzi, L., Miller, E. K., Duncan, J., and Desimone, R. (1993) A neural basis for visual search in inferior temporal cortex.[G] Nature 363, 345-347. | 495 | 349 | |
| 69 | Movshon, J.A., Adelson, E.H., Gizzi, M.S., and Newsome, W.T. (1985) The analysis of moving visual patterns.[G] Study Week on Pattern Recognition Mechanisms (pp. 117-151) Pontificia Scademia Scientiarvm, V, Eds: Carlos Chagas, Ricardo Gattass, and Charles Gross, Rome: Vatican Press. | *** | 491 | |
| 70 | Adelson, E. H., & Movshon, J. A. (1982) Phenomenal coherence of moving visual patterns.[G] Nature, 300, 523-525. | *** | 350 | 480 |
| 71 | Meister, M., Wong R. O., Baylor, D.A., and Shatz C.J. (1991) Synchronous bursts of action potentials in ganglion cells of the developing mammalian retina.[G] Science, 252(5008): 939-943. | 349 | 478 | |
| 72 | Marr, D., & Poggio, T. (1976) Cooperative computation of stereo disparity.[G] Science, 194(4262): 283-287. | ** | 419 | 476 |
| 73 | Field, D.J., Hayes, A., Hess, R.F. (1993) Contour integration by the human visual system: Evidence for a local 'association field'.[G] Vision Research, 33(2): 173-193. | **** | 440 | 447 |
| 74 | Heinze, H. J. et al. (1994) Combined spatial and temporal imaging of brain activity during visual selective attention in humans.[G] Nature, 372(6506): 543-546. | 400 | 434 | |
| 75 | Heeger, D. J. (1992) Normalization of cell responses in cat striate cortex.[G] Vis. Neurosci., 9(2): 181-197. | ** | 433 | 418 |
| 76 | Luck, S. J., Chelazzi, L., Hillyard, S. A., and Desimone, R. (1997) Neural Mechanisms of Spatial Selective Attention in Areas V1, V2, and V4 of Macaque Visual Cortex.[G] J Neurophysiol, 77(1): 24-42. | * | 421 | 400 |
| 77 | Britten, K. H., Shadlen, M. N., Newsome, W. T., and Movshon, J. A. (1992) The analysis of visual motion: a comparison of neuronal and psychophysical performance.[G] J Neuroscience, 12, 4745-4765. | * | 398 | 415 |
| 78 | Treue, S. and Maunsell, J. H. R. (1996) Attentional modulation of visual motion processing in cortical areas MT and MST.[G] Nature, 382: 539-541. | * | 406 | 343 |
| 79 | Knierim, J.J., Van Essen, D.C. (1992) Neuronal responses to static texture patterns in area V1 of the alert macaque monkey.[G] Journal of Neurophysiology, 67(4): 961-980. | 334 | 404 | |
| 80 | Barlow, H. B. (1972) Single units and sensation: A neuron doctrine for perceptual psychology?[G] Perception, 1, 371-394. | ***** | 398 | |
| 81 | Jones, J. P. and Palmer, L. A. (1987) An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex.[G] J Neurophysiol, 58(6) 1233-1258. | 393 | 280 | |
| 82 | Olshausen, B. A. and Field, D. J. (1997). Sparse coding with an overcomplete basis set: A strategy employed by V1?[G] Vision Research, 37, 3311-3325. | 381 | 183 | |
| 83 | Corbetta, M. et al. (1998) A common network of functional areas for attention and eye movements.[G] Neuron, 21(4): 761-773. | 375 | 357 | |
| 84 | Malik, J. and Perona, P. (1990) Preattentive texture discrimination with early vision mechanisms.[G] J Opt Soc Am A, 7, 923-932. | * | 371 | 331 |
| 85 | Fries, P., Reynolds, J. H., Rorie, A. E., and Desimone, R. (2001) Modulation of Oscillatory Neuronal Synchronization by Selective Visual Attention.[G] Science, 291(5508): 1560 - 1563. | 371 | 272 | |
| 86 | Malach, R. et al. (1995) Object-related activity revealed by functional magnetic resonance imaging in human occipital cortex.[G] PNAS, 92: 8135-8139. | 356 | 370 | |
| 87 | Kapadia, M.K., Ito, M., Gilbert, C.D., Westheimer, G. (1995) Improvement in visual sensitivity by changes in local context: Parallel studies in human observers and in V1 of alert monkeys.[G] Neuron, 15(4): 843-856. | * | 359 | 332 |
| 88 | DeYoe E. A. et al. (1996) Mapping striate and extrastriate visual areas in human cerebral cortex.[G] PNAS, 93, 2382-2386. | 356 | 341 | |
| 89 | Kastner, S. et al. (1999) Increased activity in human visual cortex during directed attention in the absence of visual stimulation.[G] Neuron, 22(4): 751-761. | 356 | 308 | |
| 90 | Leopold, D. A. and Logothetis, N. K. (1996) Activity changes in early visual cortex reflect monkeys' percepts during binocular rivalry.[G] Nature, 379: 549-553. | ** | 334 | 247 |
| 91 | Hopfinger, J.B., Buonocore, M.H., Mangun, G.R. (2000) The neural mechanisms of top-down attentional control.[G] Nature Neuroscience, 3(3): 284-291. | ** | 332 | 331 |
| 92 | Engel, S. A., Glover, G. H., and Wandell, B. A. (1997) Retinotopic organization in human visual cortex and the spatial precision of functional MRI.[G] Cerebral Cortex, 7, 181-192. | * | 332 | 292 |
| 93 | Atick, J. J. (1992) Could information theory provide an ecological theory of sensory processing?[G] Network: Comp. in Neural Sys., 3(2): 213-251. | 329 | 188 | |
| 94 | Daugman, J. G. (1980) Two-dimensional spectral analysis of cortical receptive field profiles.[G] Vision Res, 20(10): 847-856 | * | 325 | 274 |
| 95 | Olshausen, B. A. et al., Anderson, C. H., and Van Essen, D. C. (1993) A neurobiological model of visual attention and invariant pattern recognition based on dynamic routing of information.[G] J Neuroscience, 13, 4700-4719. | 325 | 229 | |
| 96 | Reichardt, W. (1961) Autocorrelation, a principle for the evaluation of sensory information by the central nervous system.[G] In W. A. Rosenblith (Ed.), Sensory Communication, 303-317. Cambridge, MA: MIT Press. | ***** | 321 | |
| 97 | Ullman, S. (1984) Visual Routines.[G] Cognition, 18, 97-159. | * | 321 | 284 |
| 98 | Maloney, L. T. and Wandell, B. A. (1986) Color constancy: a method for recovering surface spectral reflectance.[G] J Opt Soc Am A, 3(1): 29-33. | * | 318 | 265 |
| 99 | van Hateren, J. H. (1998) Independent component filters of natural images compared with simple cells in primary visual cortex.[G] Proceedings of the Royal Society B: Biological Sciences, 265(1394): 359-366. | 315 | 176 | |
| 100 | Gottlieb, J., Kusunoki, M. and Goldberg, M. E. (1998) The representation of visual salience in monkey parietal cortex.[G] Nature 391: 481-484. | 308 | 265 | |