Distributed population codes in sensory and memory representations of the neocortex

Information Processing by Neuronal Populations

Volumn , Issue , 2008, Pages 192-223

  Munk, Matthias ^a,b  

^a MAX PLANCK INSTITUTE FOR BIOLOGICAL CYBERNETICS   (Germany)

^b DARMSTADT UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84855303974     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1017/CBO9780511541650.009     Document Type: Chapter

References (142)

1. Abeles, M. (1982). Local Cortical Circuits: An Electrophysiological Study. Heidelberg, Germany: Springer-Verlag.
2. Abeles, M. (1991). Corticonics: Neural Circuits of the Cerebral Cortex. Cambridge, UK: Cambridge University Press.
3. Abeles, M., Prut, Y., Bergman, H., and Vaadia, E. (1994). Synchronization in neuronal transmission and its importance for information processing. Prog Brain Res 102:395-404.
4. Aggelopoulos, N. C., Franco, L., and Rolls, E. T. (2005). Object perception in natural scenes: encoding by inferior temporal cortex simultaneously recorded neurons. J Neurophysiol 93:1342-1357.
5. Alonso, J. M., Usrey, W. M., and Reid, R. C. (1996). Precisely correlated firing in cells of the lateral geniculate nucleus. Nature 383:815-819.
6. Arieli, A., Sterkin, A., Grinvald, A., and Aertsen, A. (1996). Dynamics of ongoing activity: explanation of the large variability in evoked cortical responses. Science 273:1868-1871.
7. Averbeck, B. B., Latham, P. E., and Pouget, A. (2006). Neural correlations, population coding and computation. Nat Rev Neurosci 7:358-366.
8. Baker, S. N. and Lemon, R. N. (2000). Precise spatiotemporal repeating patterns in monkey primary and supplementary motor areas occur at chance levels. J Neurophysiol 84:1770-1780.
9. Beggs, J. M. and Plenz, D. (2003). Neuronal avalanches in neocortical circuits. J Neurosci 23:11167-11177.
10. Beggs, J. M. and Plenz, D. (2004). Neuronal avalanches are diverse and precise activity patterns that are stable for many hours in cortical slice cultures. J Neurosci 24:5216-5229.
11. Berger, H. (1929). Uber das Elektrencephalogramm des Menschen. Arch Psychiat Nervenkr 87:527-570.
12. Braitenberg, V. and Schuz, A. (1998). Cortex: Statistics and Geometry of Neuronal Connections. Heidelberg, Germany: Springer-Verlag.
13. Braun, H.A., Wissing, H., Schafer, K., and Hirsch, M. C. (1994). Oscillation and noise determine signal transduction in shark multimodal sensory cells. Nature 367:270-273.
14. Bullier, J., Hupe, J. M., James, A. C., and Girard, P. (2001). The role of feedback connections in shaping the responses of visual cortical neurons. Prog Brain Res 134:193-204.
15. Buschman, T.J. and Miller, E.K. (2007). Top-down versus bottom-up control of attention in the prefrontal and posterior parietal cortices. Science 315:1860-1862.
16. Buzsaki, G. and Draguhn, A. (2004). Neuronal oscillations in cortical networks. Science 304:1926-1929.
17. Calvert, G.A. (2001). Crossmodal processing in the human brain: insights from functional neuroimaging studies. Cereb Cortex 11:1110-1123.
18. Carney, L. H. (1999). Temporal response properties of neurons in the auditory pathway. Curr Opin Neurobiol 9:442-446.
19. Chase, S. M. and Young, E. D. (2007). First-spike latency information in single neurons increases when referenced to population onset. Proc Natl Acad Sci USA 104:5175-5180.
20. Cleland, B. G., Dubin, M. W., and Levick, W. R. (1971). Simultaneous recording of input and output of lateral geniculate neurones. Nat New Biol 231:191-192.
21. Constantinidis, C. and Steinmetz, M.A. (2001). Neuronal responses in area 7a to multiple-stimulus displays. I. Neurons encode the location of the salient stimulus. Cereb Cortex 11:581-591.
22. Constantinidis, C., Franowicz, M. N., and Goldman-Rakic, P. S. (2001). Coding specificity in cortical microcircuits: a multiple-electrode analysis of primate prefrontal cortex. J Neurosci 21:3646-3655.
23. Constantinidis, C., Williams, G. V., and Goldman-Rakic, P. S. (2002). A role for inhibition in shaping the temporal flow of information in prefrontal cortex. Nat Neurosci 5:175-180.
24. de Charms, R. C. (1998). Information coding in the cortex by independent or coordinated populations. Proc Natl Acad Sci USA 95:15166-15168.
25. Delage, Y. (1919). Le Reve: Etude psychologique, philosophique et litteraire. Paris: Presses Universitaires de France.
26. Diesmann, M., Gewaltig, M. O., and Aertsen, A. (1999). Stable propagation of synchronous spiking in cortical neural networks. Nature 402:529-533.
27. Douglas, R.J. and Martin, K.A. (2004). Neuronal circuits of the neocortex. Annu Rev Neurosci 27:419-451.
28. Douglas, R.J. and Martin, K.A. (2007). Recurrent neuronal circuits in the neocortex. Curr Biol 17: R496-R500.
29. Eckhorn, R., Bauer, R., Jordan, W., et al. (1988). Coherent oscillations: a mechanism of feature linking in the visual cortex? Multiple electrode and correlation analyses in the cat. Biol Cybernet 60:121-130.
30. Engel, A. K., Konig, P., Kreiter, A. K., and Singer, W. (1991a). Interhemispheric synchronization of oscillatory neuronal responses in cat visual cortex. Science 252:1177-1179.
31. Engel, A. K., Konig, P., and Singer, W. (1991b). Direct physiological evidence for scene segmentation by temporal coding. Proc Natl Acad Sci USA 88:9136-9140.
32. Engel, A. K., Konig, P., Kreiter, A. K., Schillen, T. B., and Singer, W. (1992). Temporal coding in the visual cortex: new vistas on integration in the nervous system. Trends Neurosci 15:218-226.
33. Fuster, J. M. and Alexander, G. E. (1970). Delayed response deficit by cryogenic depression of frontal cortex. Brain Res 20:85-90.
34. Fuster, J. M., Bauer, R. H. and Jervey, J. P. (1981). Effects of cooling inferotemporal cortex on performance of visual memory tasks. Exp Neurol 71:398-409.
35. Gallant, J. L., Connor, C. E., and Van, E. (1998). Neural activity in areas V1, V2 and V4 during free viewing of natural scenes compared to controlled viewing. Neuroreport 9:85-90.
36. Gawne, T.J., Kjaer, T.W., and Richmond, B.J. (1996). Latency: another potential code for feature binding in striate cortex. J Neurophysiol 76:1356-1360.
37. Georgopoulos, A. P., Kettner, R. E., and Schwartz, A. B. (1988). Primate motor cortex and free arm movements to visual targets in three-dimensional space. II. Coding of the direction of movement by a neuronal population. J Neurosci 8:2928-2937.
38. Ghazanfar, A. A. and Schroeder, C. E. (2006). Is neocortex essentially multisensory? Trends Cogn Sci 10:278-285.
39. Girard, P. and Bullier, J. (1989). Visual activity in area V2 during reversible inactivation of area 17 in the macaque monkey. J Neurophysiol 62:1287-1302.
40. Girard, P., Salin, P. A., and Bullier, J. (1991a). Visual activity in areas V3a and V3 during reversible inactivation of area V1 in the macaque monkey. J Neurophysiol 66:1493-1503.
41. Girard, P., Salin, P. A., and Bullier, J. (1991b). Visual activity in macaque area V4 depends on area 17 input. Neuroreport 2:81-84.
42. Girard, P., Salin, P. A., and Bullier, J. (1992). Response selectivity of neurons in area MT of the macaque monkey during reversible inactivation of area V1. J Neurophysiol 67:1437-1446.
43. Gochin, P. M., Miller, E. K., Gross, C. G., and Gerstein, G. L. (1991). Functional interactions among neurons in inferior temporal cortex of the awake macaque. Exp Brain Res 84:505-516.
44. Golland, Y., Bentin, S., Gelbard, H., et al. (2006). Extrinsic and intrinsic systems in the posterior cortex of the human brain revealed during natural sensory stimulation. Cereb Cortex 17:766-777.
45. Goodale, M.A. and Westwood, D.A. (2004). An evolving view of duplex vision: separate but interacting cortical pathways for perception and action. Curr Opin Neurobiol 14:203-211.
46. Goodale, M. A., Pelisson, D., and Prablanc, C. (1986). Large adjustments in visually guided reaching do not depend on vision of the hand or perception of target displacement. Nature 320:748-750.
47. Gray, C. M. and Singer, W. (1987). Stimulus-specific neuronal oscillations in the cat visual cortex: a cortical functional unit. Soc Neurosci Abstr 13:404.3.
48. Gray, C. M. and Singer, W. (1989). Stimulus-specific neuronal oscillations in orientation columns of cat visual cortex. Proc Natl Acad Sci USA 86:1698-1702.
49. Harris, K. D., Csicsvari, J., Hirase, H., Dragoi, G., and Buzsaki, G. (2003). Organization of cell assemblies in the hippocampus. Nature 424:552-556.
50. Hata, Y., Tsumoto, T., Sato, H., Hagihara, K., and Tamura, H. (1993). Development of local horizontal interactions in cat visual cortex studied by cross-correlation analysis. J Neurophysiol 69:40-56.
51. Haxby, J. V., Hoffman, E. A., and Gobbini, M. I. (2000). The distributed human neural system for face perception. Trends Cogn Sci 4:223-233.
52. Haxby, J.V., Gobbini, M. I., Furey, M. L., et al. (2001). Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science 293:2425-2430.
53. Hebb, D. O. (1949). The Organization of Behavior. New York: John Wiley.
54. Herrmann, C. S., Munk, M. H., and Engel, A. K. (2004). Cognitive functions of gamma-band activity: memory match and utilization. Trends Cogn Sci 8:347-355.
55. Hirabayashi, T. and Miyashita, Y. (2005). Dynamically modulated spike correlation in monkey inferior temporal cortex depending on the feature configuration within a whole object. J Neurosci 25:10299-10307.
56. Hochstein, S. and Ahissar, M. (2002). View from the top: hierarchies and reverse hierarchies in the visual system. Neuron 36:791-804.
57. Houzel, J. C., Milleret, C., and Innocenti, G. (1994). Morphology of callosal axons interconnecting areas 17 and 18 of the cat. Eur J Neurosci 6:898-917.
58. Hubel, D. H. and Wiesel, T. N. (1962). Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. J Physiol 160:106-154.
59. Hupe, J. M., James, A. C., Payne, B. R., et al. (1998). Cortical feedback improves discrimination between figure and background by V1, V2 and V3 neurons. Nature 394:784-787.
60. Ikegaya, Y., Aaron, G., Cossart, R., et al. (2004). Synfire chains and cortical songs: temporal modules of cortical activity. Science 304:559-564.
61. Innocenti, G. M., Lehmann, P., and Houzel, J. C. (1994). Computational structure of visual callosal axons. Eur J Neurosci 6:918-935.
62. Kamitani, Y. and Tong, F. (2005). Decoding the visual and subjective contents of the human brain. Nat Neurosci 8:679-685.
63. Kamitani, Y. and Tong, F. (2006). Decoding seen and attended motion directions from activity in the human visual cortex. Curr Biol 16:1096-1102.
64. Klimesch, W., Doppelmayr, M., Schimke, H., and Pachinger, T. (1996). Alpha frequency, reaction time, and the speed of processing information. J Clin Neurophysiol 13:511-518.
65. Konishi, M. (2003). Coding of auditory space. Annu Rev Neurosci 26:31-55.
66. Krahe, R. and Gabbiani, F. (2004). Burst firing in sensory systems. Nat Rev Neurosci 5:13-23.
67. Kreiter, A. K. and Singer, W. (1996). Stimulus-dependent synchronization of neuronal responses in the visual cortex of the awake macaque monkey. J Neurosci 16:2381-2396.
68. Kruse, W., Dannenberg, S., Kleiser, R., and Hoffmann, K. P. (2002). Temporal relation of population activity in visual areas MT/MST and in primary motor cortex during visually guided tracking movements. Cereb Cortex 12:466-476.
69. Lau, P. M. and Bi, G. Q. (2005). Synaptic mechanisms of persistent reverberatory activity in neuronal networks. Proc Natl Acad Sci USA 102:10333-10338.
70. Laurent, G. (2002). Olfactory network dynamics and the coding of multidimensional signals. Nat Rev Neurosci 3:884-895.
71. Levick, W. R., Cleland, B. G., and Dubin, M.W. (1972). Lateral geniculate neurons of the cat: retinal inputs and physiology. Invest Ophthalmol 11:302-311.
72. Llinas, R., Ribary, U., Contreras, D., and Pedroarena, C. (1998). The neuronal basis for consciousness. Phil Trans R Soc Lond B 353:1841-1849.
73. Lu, T., Liang, L., and Wang, X. (2001). Temporal and rate representations of time-varying signals in the auditory cortex of awake primates. Nat Neurosci 4:1131-1138.
74. Macaluso, E. and Driver, J. (2005). Multisensory spatial interactions: a window onto functional integration in the human brain. Trends Neurosci 28:264-271.
75. Machens, C. K., Romo, R., and Brody, C. D. (2005). Flexible control of mutual inhibition: a neural model of two-interval discrimination. Science 307:1121-1124.
76. Mandon, S. and Kreiter, A. K. (2005). Rapid contour integration in macaque monkeys. Vision Res 45:291-300.
77. Marder, E., Abbott, L. F., Turrigiano, G. G., Liu, Z., and Golowasch, J. (1996). Memory from the dynamics of intrinsic membrane currents. Proc Natl Acad Sci USA 93:13481-13486.
78. Miller, E. K., Erickson, C.A., and Desimone, R. (1996). Neural mechanisms of visual working memory in prefrontal cortex of the macaque. J Neurosci 16:5154-5167.
79. Miller, E. K., Freedman, D.J., and Wallis, J. D. (2002). The prefrontal cortex: categories, concepts and cognition. Phil Trans R Soc Lond B 357:1123-1136.
80. Miyashita, Y. (2004). Cognitive memory: cellular and network machineries and their top-down control. Science 306:435-440.
81. Mokeichev, A., Okun, M., Barak, O., et al. (2007). Stochastic emergence of repeating cortical motifs in spontaneous membrane potential fluctuations in vivo. Neuron 53:413-425.
82. Munk, M. H. (2001). Role of gamma oscillations for information processing and memory formation in the neocortex. In: Neuronal Mechanisms of Memory Formation, ed. Holscher, C., pp. 167-194. Cambridge, UK: Cambridge University Press.
83. Munk, M. H. and Neuenschwander, S. (2000). High-frequency oscillations (20 to 120Hz) and their role in visual processing. J Clin Neurophysiol 17:341-360.
84. Munk, M. H., Nowak, L. G., Nelson, J. I., and Bullier, J. (1995). Structural basis of cortical synchronization. II. Effects of cortical lesions. J Neurophysiol 74:2401-2414.
85. Nelken, I., Chechik, G., Mrsic-Flogel, T. D., King, A. J., and Schnupp, J. W. (2005). Encoding stimulus information by spike numbers and mean response time in primary auditory cortex. J Comput Neurosci 19:199-221.
86. Niessing, J., Ebisch, B., Schmidt, K. E., et al. (2005). Hemodynamic signals correlate tightly with synchronized gamma oscillations. Science 309:948-951.
87. Nir, Y., Hasson, U., Levy, I., Yeshurun, Y., and Malach, R. (2006). Widespread functional connectivity and fMRI fluctuations in human visual cortex in the absence of visual stimulation. Neuroimage 30:1313-1324.
88. Nowak, L. G., Munk, M. H., Girard, P., and Bullier, J. (1995a). Visual latencies in areas V1 and V2 of the macaque monkey. Visual Neurosci 12:371-384.
89. Nowak, L. G., Munk, M. H., Nelson, J. I., James, A. C., and Bullier, J. (1995b). Structural basis of cortical synchronization. I. Three types of interhemispheric coupling. J Neurophysiol 74:2379-2400.
90. Olshausen, B. A., Anderson, C. H., and Van, E. (1993). A neurobiological model of visual attention and invariant pattern recognition based on dynamic routing of information. J Neurosci 13:4700-4719.
91. Oram, M.W., Wiener, M. C., Lestienne, R., and Richmond, B.J. (1999). Stochastic nature of precisely timed spike patterns in visual system neuronal responses. J Neurophysiol 81:3021-3033.
92. Parker, A. J. and Newsome, W. T. (1998). Sense and the single neuron: probing the physiology of perception. Annu Rev Neurosci 21:227-277.
93. Payne, B. R., Lomber, S. G., Villa, A. E., and Bullier, J. (1996). Reversible deactivation of cerebral network components. Trends Neurosci 19:535-542.
94. Perrett, D.I., Rolls, E.T., and Caan, W. (1982). Visual neurones responsive to faces in the monkey temporal cortex. Exp Brain Res 47:329-342.
95. Petermann, T., Lebedev, M.A., Nicolelis, M., and Plenz, D. (2006). Neuronal avalanches in vivo. Soc Neurosci Abstr 32:539.1.
96. Phillips, W.A. and Singer, W. (1997). In search of common foundations for cortical computation. Behav Brain Sci 20:657-683.
97. Plenz, D. and Thiagarajan, T. C. (2007). The organizing principles of neuronal avalanches: cell assemblies in the cortex? Trends Neurosci 30:101-110.
98. Pouget, A., Dayan, P., and Zemel, R. (2000). Information processing with population codes. Nat Rev Neurosci 1:125-132.
99. Prut, Y., Vaadia, E., Bergman, H., et al. (1998). Spatiotemporal structure of cortical activity: properties and behavioral relevance. J Neurophysiol 79:2857-2874.
100. Quintana, J., Yajeya, J., and Fuster, J. M. (1988). Prefrontal representation of stimulus attributes during delay tasks. I. Unit activity in cross-temporal integration of sensory and sensory-motor information. Brain Res 474:211-221.
101. Reinagel, P. and Reid, R. C. (2000). Temporal coding of visual information in the thalamus. J Neurosci 20:5392-5400.
102. Rockland, K.S. (1992). Configuration, in serial reconstruction, of individual axons projecting from area V2 to V4 in the macaque monkey. Cereb Cortex 2:353-374.
103. Rockland, K. S. (2002). Non-uniformity of extrinsic connections and columnar organization. J Neurocytol 31:247-253.
104. Rodriguez, E., George, N., Lachaux, J. P., et al. (1999). Perception's shadow: long-distance synchronization of human brain activity. Nature 397:430-433.
105. Rolls, E.T., Treves, A., and Tovee, M.J. (1997). The representational capacity of the distributed encoding of information provided by populations of neurons in primate temporal visual cortex. Exp Brain Res 114:149-162.
106. Rousselet, G.A., Thorpe, S.J., and Fabre-Thorpe, M. (2003). Taking the MAX from neuronal responses. Trends Cogn Sci 7:99-102.
107. Saalmann, Y. B., Pigarev, I. N., and Vidyasagar, T. R. (2007). Neural mechanisms of visual attention: how top-down feedback highlights relevant locations. Science 316:1612-1615.
108. Saleem, K. S., Tanaka, K., and Rockland, K. S. (1993). Specific and columnar projection from area TEO to TE in the macaque inferotemporal cortex. Cereb Cortex 3:454-464.
109. Salin, P.A. and Bullier, J. (1995). Corticocortical connections in the visual system: structure and function. Physiol Rev 75:107-154.
110. Salinas, E. and Sejnowski, T.J. (2001). Correlated neuronal activity and the flow of neural information. Nat Rev Neurosci 2:539-550.
111. Salzman, C. D. and Newsome, W.T. (1994). Neural mechanisms for forming a perceptual decision. Science 264:231-237.
112. Salzman, C.D., Murasugi, C.M., Britten, K.H., and Newsome, W.T. (1992). Microstimulation in visual area MT: effects on direction discrimination performance. J Neurosci 12:2331-2355.
113. Schaefer, A.T., Angelo, K., Spors, H., and Margrie, T.W. (2006). Neuronal oscillations enhance stimulus discrimination by ensuring action potential precision. PLoS Biol 4: 163.
114. Schoffelen, J. M., Oostenveld, R., and Fries, P. (2005). Neuronal coherence as a mechanism of effective corticospinal interaction. Science 308:111-113.
115. Schroeder, C. E. and Foxe, J. (2005). Multisensory contributions to low-level, “unisensory” processing. Curr Opin Neurobiol 15:454-458.
116. Shmiel, T., Drori, R., Shmiel, O., et al. (2005). Neurons of the cerebral cortex exhibit precise interspike timing in correspondence to behavior. Proc Natl Acad Sci USA 102:18655-18657.
117. Shmuel, A., Augath, M., Oeltermann, A., and Logothetis, N. K. (2006). Negative functional MRI response correlates with decreases in neuronal activity in monkey visual area V1. Nat Neurosci 9:569-577.
118. Singer, W. (1999). Neuronal synchrony: a versatile code for the definition of relations? Neuron 24:49-25.
119. Singer, W., Engel, A. K., Kreiter, A. K., et al. (1997). Neuronal assemblies: necessity, signature and detectability. Trends Cogn Sci 1:252-261.
120. Snider, R. K., Kabara, J. F., Roig, B. R., and Bonds, A. B. (1998). Burst firing and modulation of functional connectivity in cat striate cortex. J Neurophysiol 80:730-744.
121. Sporns, O., Tononi, G., and Edelman, G. M. (2000). Connectivity and complexity: the relationship between neuroanatomy and brain dynamics. Neural Networks 13:909-922.
122. Staedtler, E. S., Pipa, G., Muckli, L. F., Goebel, R., and Munk, M. H. (2006). Dissimilarity of firing rate patterns suggest population coding of visual objects in prefrontal cortex during short-term memory. Soc Neurosci Abstr 32:812.14.
123. Stewart, C.V. and Plenz, D. (2006). Inverted-U profile of dopamine-NMDA-mediated spontaneous avalanche recurrence in superficial layers of rat prefrontal cortex. J Neurosci 26:8148-8159.
124. Tallon-Baudry, C., Mandon, S., Freiwald, W. A., and Kreiter, A. K. (2004). Oscillatory synchrony in the monkey temporal lobe correlates with performance in a visual short-term memory task. Cereb Cortex 14:713-720.
125. Tanigawa, H., Wang, Q., and Fujita, I. (2005). Organization of horizontal axons in the inferior temporal cortex and primary visual cortex of the macaque monkey. Cereb Cortex 15:1887-1899.
126. Taylor, D. M., Tillery, S. I., and Schwartz, A. B. (2002). Direct cortical control of 3D neuroprosthetic devices. Science 296:1829-1832.
127. Tononi, G., Sporns, O., and Edelman, G. M. (1996). A complexity measure for selective matching of signals by the brain. Proc Natl Acad Sci USA 93:3422-3427.
128. Tovee, M.J. and Rolls, E.T. (1992). Oscillatory activity is not evident in the primate temporal visual cortex with static stimuli. Neuroreport 3:369-372.
129. Tsodyks, M. V. and Markram, H. (1997). The neural code between neocortical pyramidal neurons depends on neurotransmitter release probability. Proc Natl Acad Sci USA 94:719-723.
130. Tsodyks, M., Kenet, T., Grinvald, A., and Arieli, A. (1999). Linking spontaneous activity of single cortical neurons and the underlying functional architecture. Science 286:1943-1946.
131. Tsunoda, K., Yamane, Y., Nishizaki, M., and Tanifuji, M. (2001). Complex objects are represented in macaque inferotemporal cortex by the combination of feature columns. Nat Neurosci 4:832-838.
132. Van Rullen, R., Guyonneau, R., and Thorpe, S.J. (2005). Spike times make sense. Trends Neurosci 28:1-4.
133. Villa, A. E., Tetko, I.V., Hyland, B., and Najem, A. (1999). Spatiotemporal activity patterns of rat cortical neurons predict responses in a conditioned task. Proc Natl Acad Sci USA 96:1106-1111.
134. Wallis, J. D. and Miller, E. K. (2003). From rule to response: neuronal processes in the premotor and prefrontal cortex. J Neurophysiol 90:1790-1806.
135. Wallis, J. D., Anderson, K. C., and Miller, E. K. (2001). Single neurons in prefrontal cortex encode abstract rules. Nature 411:953-956.
136. Wang, X., Lu, T., Snider, R. K., and Liang, L. (2005). Sustained firing in auditory cortex evoked by preferred stimuli. Nature 435:341-346.
137. Whitney, D., Westwood, D. A., and Goodale, M. A. (2003). The influence of visual motion on fast reaching movements to a stationary object. Nature 423:869-873.
138. Wilson, R. I. and Laurent, G. (2005). Role of GABAergic inhibition in shaping odor-evoked spatiotemporal patterns in the Drosophila antennal lobe. J Neurosci 25:9069-9079.
139. Xiang, J. Z. and Brown, M.W. (2004). Neuronal responses related to long-term recognition memory processes in prefrontal cortex. Neuron 42:817-829.
140. Yamane, Y., Tsunoda, K., Matsumoto, M., Phillips, A. N., and Tanifuji, M. (2006). Representation of the spatial relationship among object parts by neurons in macaque inferotemporal cortex. J Neurophysiol 96:3147-3156.
141. Young, M. P. and Yamane, S. (1992). Sparse population coding of faces in the inferotemporal cortex. Science 256:1327-1331.
142. Yuste, R., MacLean, J. N., Smith, J., and Lansner, A. (2005). The cortex as a central pattern generator. Nat Rev Neurosci 6:477-483.