Global Order and Local Disorder in Brain Maps

Annual Review of Neuroscience

Volumn 38, Issue , 2015, Pages 247-268

  Rothschild, Gideon ^a   Mizrahi, Adi ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b HEBREW UNIVERSITY OF JERUSALEM   (Israel)

Author keywords

Coding; Computations; Connectivity; Cortex; Functional architecture; Heterogeneity

Indexed keywords

ARTICLE; AUDITORY SYSTEM; BRAIN CELL; BRAIN CORTEX; BRAIN DISEASE; BRAIN MAPPING; HUMAN; INFORMATION PROCESSING; NERVE CELL PLASTICITY; NEURITE; NONHUMAN; PRIORITY JOURNAL; SYNAPSE; VISUAL SYSTEM; ANATOMY AND HISTOLOGY; ANIMAL; AUDITORY NERVOUS SYSTEM; BRAIN; PHYSIOLOGY;

ANIMALS; AUDITORY PATHWAYS; BRAIN; BRAIN MAPPING; HUMANS; VISUAL PATHWAYS;

EID: 84934754341     PISSN: 0147006X     EISSN: 15454126     Source Type: Book Series    
DOI: 10.1146/annurev-neuro-071013-014038     Document Type: Article

References (174)

1. Abbott LF, Dayan P. 1999. The effect of correlated variability on the accuracy of a population code. Neural Comput. 11:91-101
2. Ahissar E, Vaadia E, Ahissar M, Bergman H, Arieli A, Abeles M. 1992. Dependence of cortical plasticity on correlated activity of single neurons and on behavioral context. Science 257:1412-15
3. Alonso JM, Martinez LM. 1998. Functional connectivity between simple cells and complex cells in cat striate cortex. Nat. Neurosci. 1:395-403
4. Andermann ML, Gilfoy NB, Goldey GJ, Sachdev RN, Wolfel M, et al. 2013. Chronic cellular imaging of entire cortical columns in awake mice using microprisms. Neuron 80:900-13
5. Atencio CA, Schreiner CE. 2010. Columnar connectivity and laminar processing in cat primary auditory cortex. PLOS ONE 5:e9521
6. Atencio CA, Sharpee TO, Schreiner CE. 2008. Cooperative nonlinearities in auditory cortical neurons. Neuron 58:956-66
7. Averbeck BB, Latham PE, Pouget A. 2006. Neural correlations, population coding and computation. Nat. Rev. Neurosci. 7:358-66
8. Bair W, Zohary E, Newsome WT. 2001. Correlated firing in macaque visual area MT: time scales and relationship to behavior. J. Neurosci. 21:1676-97
9. Bandyopadhyay S, Shamma SA, KanoldPO. 2010. Dichotomy of functional organization in the mouse auditory cortex. Nat. Neurosci. 13:361-68
10. Bao S, Chan VT, Merzenich MM. 2001. Cortical remodelling induced by activity of ventral tegmental dopamine neurons. Nature 412:79-83
11. Bar-Yosef O, Nelken I. 2007. The effects of background noise on the neural responses to natural sounds in cat primary auditory cortex. Front. Comput. Neurosci. 1:3
12. Bar-Yosef O, Rotman Y, Nelken I. 2002. Responses of neurons in cat primary auditory cortex to bird chirps: effects of temporal and spectral context. J. Neurosci. 22:8619-32
13. Basole A, White LE, Fitzpatrick D. 2003. Mapping multiple features in the population response of visual cortex. Nature 423:986-90
14. Bathellier B, Ushakova L, Rumpel S. 2012. Discrete neocortical dynamics predict behavioral categorization of sounds. Neuron 76:435-49
15. Binzegger T, Douglas RJ, Martin KA. 2004. A quantitative map of the circuit of cat primary visual cortex. J. Neurosci. 24:8441-53
16. Bizley JK, Cohen YE. 2013. The what, where and how of auditory-object perception. Nat. Rev. Neurosci. 14:693-707
17. Bonhoeffer T, Grinvald A. 1991. Iso-orientation domains in cat visual cortex are arranged in pinwheel-like patterns. Nature 353:429-31
18. Bonin V, Histed MH, Yurgenson S, Reid RC. 2011. Local diversity and fine-scale organization of receptive fields in mouse visual cortex. J. Neurosci. 31:18506-21
19. Bosking WH, Zhang Y, Schofield B, Fitzpatrick D. 1997. Orientation selectivity and the arrangement of horizontal connections in tree shrew striate cortex. J. Neurosci. 17:2112-27
20. Carandini M, Demb JB, Mante V, Tolhurst DJ, Dan Y, et al. 2005. Do we know what the early visual system does? J. Neurosci. 25:10577-97
21. Caron SJ, Ruta V, Abbott LF, Axel R. 2013. Random convergence of olfactory inputs in the Drosophila mushroom body. Nature 497:113-17
22. ChangEF, MerzenichMM. 2003. Environmental noise retards auditory cortical development. Science 300:498-502
23. Chapman B, Zahs KR, Stryker MP. 1991. Relation of cortical cell orientation selectivity to alignment of receptive fields of the geniculocortical afferents that arborize within a single orientation column in ferret visual cortex. J. Neurosci. 11:1347-58
24. Chavane F, Sharon D, Jancke D, Marre O, Frégnac Y, Grinvald A. 2011. Lateral spread of orientation selectivity in V1 is controlled by intracortical cooperativity. Front. Syst. Neurosci. 5:4
25. Chechik G, Anderson MJ, Bar-Yosef O, Young ED, Tishby N, Nelken I. 2006. Reduction of information redundancy in the ascending auditory pathway. Neuron 51:359-68
26. Chechik G, Nelken I. 2012. Auditory abstraction from spectro-temporal features to coding auditory entities. PNAS 109:18968-73
27. Chelaru MI, Dragoi V. 2008. Efficient coding in heterogeneous neuronal populations. PNAS 105:16344-49
28. Chen C-C, Lu J, Zuo Y. 2014. Spatiotemporal dynamics of dendritic spines in the living brain. Front. Neuroanat. 8:28
29. Chen X, Gabitto M, Peng Y, Ryba NJ, Zuker CS. 2011. A gustotopic map of taste qualities in the mammalian brain. Science 333:1262-66
30. Chisum HJ, Mooser F, Fitzpatrick D. 2003. Emergent properties of layer 2/3 neurons reflect the collinear arrangement of horizontal connections in tree shrew visual cortex. J. Neurosci. 23:2947-60
31. Chklovskii DB, Koulakov AA. 2004. Maps in the brain: What can we learn from them? Annu. Rev. Neurosci. 27:369-92
32. Cogan SF. 2008. Neural stimulation and recording electrodes. Annu. Rev. Biomed. Eng. 10:275-309
33. Cohen L, Koffman N, MeiriH, Yarom Y, Lampl I, Mizrahi A. 2013. Time-lapse electrical recordings of single neurons from the mouse neocortex. PNAS 110:5665-70
34. Cohen L, Rothschild G, Mizrahi A. 2011. Multisensory integration of natural odors and sounds in the auditory cortex. Neuron 72:357-69
35. Cohen MR, Maunsell JH. 2009. Attention improves performance primarily by reducing interneuronal correlations. Nat. Neurosci. 12:1594-600
36. da Costa NM, Martin KA. 2010. Whose cortical column would that be? Front. Neuroanat. 4:16
37. da Silveira RA, Berry MJ II. 2013. High-fidelity coding with correlated neurons. arXiv:1307. 3591 [q-bio. NC]
38. de Villers-Sidani E, Chang EF, Bao S, Merzenich MM. 2007. Critical period window for spectral tuning defined in the primary auditory cortex (A1) in the rat. J. Neurosci. 27:180-89
39. DeAngelis GC, Ghose GM, Ohzawa I, Freeman RD. 1999. Functional micro-organization of primary visual cortex: Receptive field analysis of nearby neurons. J. Neurosci. 19:4046-64
40. Dear PH, Cook PR. 1993. Happy mapping: linkage mapping using a physical analogue of meiosis. Nucleic Acids Res. 21:13-20
41. DeBruyn EJ, Casagrande VA, Beck PD, Bonds AB. 1993. Visual resolution and sensitivity of single cells in the primary visual cortex (V1) of a nocturnal primate (bush baby): correlations with cortical layers and cytochrome oxidase patterns. J. Neurophysiol. 69:3-18
42. Deneve S, Latham PE, Pouget A. 1999. Reading population codes: A neural implementation of ideal observers. Nat. Neurosci. 2:740-45
43. Dombeck DA, Graziano MS, Tank DW. 2009. Functional clustering of neurons in motor cortex determined by cellular resolution imaging in awake behaving mice. J. Neurosci. 29:13751-60
44. Douglas RJ, Martin KA. 2004. Neuronal circuits of the neocortex. Annu. Rev. Neurosci. 27:419-51
45. Douglas RJ, Martin KA. 2007. Mapping the matrix: the ways of neocortex. Neuron 56:226-38
46. Doyle DA, Morais Cabral J, Pfuetzner RA, Kuo A, Gulbis JM, et al. 1998. The structure of the potassium channel: molecular basis of K+ conduction and selectivity. Science 280:69-77
47. Druckmann S, Hill S, Schürmann F, MarkramH, Segev I. 2013. Ahierarchical structure of cortical interneuron electrical diversity revealed by automated statistical analysis. Cereb. Cortex 23:2994-3006
48. Ecker AS, Berens P, Keliris GA, Bethge M, Logothetis NK, Tolias AS. 2010. Decorrelated neuronal firing in cortical microcircuits. Science 327:584-87
49. Ecker AS, Berens P, Tolias AS, Bethge M. 2011. The effect of noise correlations in populations of diversely tuned neurons. J. Neurosci. 31:14272-83
50. Eggermont JJ, Smith GM. 1996. Neural connectivity only accounts for a small part of neural correlation in auditory cortex. Exp. Brain Res. 110:379-91
51. Ehret G, Riecke S. 2002. Mice and humans perceive multiharmonic communication sounds in the same way. PNAS 99:479-82
52. Frankland PW, Bontempi B. 2005. The organization of recent and remote memories. Nat. Rev. Neurosci. 6:119-30
53. Fritz J, Shamma S, Elhilali M, Klein D. 2003. Rapid task-related plasticity of spectrotemporal receptive fields in primary auditory cortex. Nat. Neurosci. 6:1216-23
54. Fu M, Zuo Y. 2011. Experience-dependent structural plasticity in the cortex. Trends Neurosci. 34:177-87
55. Gawne TJ, Kjaer TW, Hertz JA, Richmond BJ. 1996. Adjacent visual cortical complex cells share about 20% of their stimulus-related information. Cereb. Cortex 6:482-89
56. Gilbert CD, Wiesel TN. 1989. Columnar specificity of intrinsic horizontal and corticocortical connections in cat visual cortex. J. Neurosci. 9:2432-42
57. Graf AB, Kohn A, Jazayeri M, Movshon JA. 2011. Decoding the activity of neuronal populations in macaque primary visual cortex. Nat. Neurosci. 14:239-45
58. Guo W, Chambers AR, Darrow KN, Hancock KE, Shinn-Cunningham BG, Polley DB. 2012. Robustness of cortical topography across fields, laminae, anesthetic states, and neurophysiological signal types. J. Neurosci. 32:9159-72
59. Harris KD, Bartho P, Chadderton P, Curto C, de la Rocha J, et al. 2011. How do neurons work together? Lessons from auditory cortex. Hear Res. 271:37-53
60. Harvey CD, Coen P, TankDW. 2012. Choice-specific sequences in parietal cortex during a virtual-navigation decision task. Nature 484:62-68
61. Heimel JA, Van Hooser SD, Nelson SB. 2005. Laminar organization of response properties in primary visual cortex of the gray squirrel (Sciurus carolinensis). J. Neurophysiol. 94:3538-54
62. Holtmaat A, Svoboda K. 2009. Experience-dependent structural synaptic plasticity in the mammalian brain. Nat. Rev. Neurosci. 10:647-58
63. Hong W, Luo L. 2014. Genetic control of wiring specificity in the fly olfactory system. Genetics 196:17-29
64. Horton JC, Adams DL. 2005. The cortical column: A structure without a function. Philos. Trans. R. Soc. B 360:837-62
65. Hromádka T, DeWeeseMR, Zador AM. 2008. Sparse representation of sounds in the unanesthetized auditory cortex. PLOS Biol. 6:e16
66. Huang X, Elyada YM, Bosking WH, Walker T, Fitzpatrick D. 2014. Optogenetic assessment of horizontal interactions in primary visual cortex. J. Neurosci. 34:4976-90
67. Hubel DH, Wiesel TN. 1962. Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. J. Physiol. 160:106-54
68. Hubel DH, Wiesel TN. 1965. Receptive fields and functional architecture in two nonstriate visual areas (18 and 19) of the cat. J. Neurophysiol. 28:229-89
69. Hubel DH, Wiesel TN. 1968. Receptive fields and functional architecture of monkey striate cortex. J. Physiol. 195:215-43
70. Issa JB, Haeffele BD, Agarwal A, Bergles DE, Young ED, Yue DT. 2014. Multiscale optical Ca2+ imaging of tonal organization in mouse auditory cortex. Neuron 83:944-59
71. Issa NP, Trepel C, Stryker MP. 2000. Spatial frequency maps in cat visual cortex. J. Neurosci. 20:8504-14
72. Jefferis GS, Marin EC, Stocker RF, Luo L. 2001. Target neuron prespecification in the olfactory map of Drosophila. Nature 414:204-8
73. Jia H, Rochefort NL, Chen X, Konnerth A. 2010. Dendritic organization of sensory input to cortical neurons in vivo. Nature 464:1307-12
74. Jin J, Wang Y, Swadlow HA, Alonso JM. 2011. Population receptive fields of ON and OFF thalamic inputs to an orientation column in visual cortex. Nat. Neurosci. 14:232-38
75. Jin JZ, Weng C, Yeh CI, Gordon JA, Ruthazer ES, et al. 2008. On and off domains of geniculate afferents in cat primary visual cortex. Nat. Neurosci. 11:88-94
76. Kaas JH. 2008. The evolution of the complex sensory and motor systems of the human brain. Brain Res. Bull. 75:384-90
77. Kaas JH. 2011. The evolution of auditory cortex: the core areas. In The Auditory Cortex, ed. JAWiner, CE Schreiner, pp. 407-27. New York: Springer
78. Kaas JH. 2012. Evolution of columns, modules, and domains in the neocortex of primates. PNAS 109(Suppl. 1):10655-60
79. Kaas JH, Krubitzer LA, Chino YM, Langston AL, Polley EH, Blair N. 1990. Reorganization of retinotopic cortical maps in adult mammals after lesions of the retina. Science 248:229-31
80. Kampa BM, Roth MM, Gobel W, Helmchen F. 2011. Representation of visual scenes by local neuronal populations in layer 2/3 of mouse visual cortex. Front. Neural Circuits 5:18
81. Kanold PO, Nelken I, Polley DB. 2014. Local versus global scales of organization in auditory cortex. Trends Neurosci. 37:502-10
82. Kara P, Boyd JD. 2009. A micro-architecture for binocular disparity and ocular dominance in visual cortex. Nature 458:627-31
83. Karlsson MP, Frank LM. 2009. Awake replay of remote experiences in the hippocampus. Nat. Neurosci. 12:913-18
84. Karmarkar UR, Dan Y. 2006. Experience-dependent plasticity in adult visual cortex. Neuron 52:577-85
85. Kay JN, De la Huerta I, Kim I-J, Zhang Y, Yamagata M, et al. 2011. Retinal ganglion cells with distinct directional preferences differ in molecular identity, structure, and central projections. J. Neurosci. 31:7753-62
86. Kerr JN, de Kock CP, Greenberg DS, Bruno RM, Sakmann B, Helmchen F. 2007. Spatial organization of neuronal population responses in layer 2/3 of rat barrel cortex. J. Neurosci. 27:13316-28
87. Kerr JN, DenkW. 2008. Imaging in vivo: watching the brain in action. Nat. Rev. Neurosci. 9:195-205
88. Kilgard MP, Merzenich MM. 1998. Cortical map reorganization enabled by nucleus basalis activity. Science 279:1714-18
89. Kisvarday ZF, Toth E, Rausch M, Eysel UT. 1997. Orientation-specific relationship between populations of excitatory and inhibitory lateral connections in the visual cortex of the cat. Cereb. Cortex 7:605-18
90. Ko H, Hofer SB, Pichler B, Buchanan KA, Sjöström PJ, Mrsic-Flogel TD. 2011. Functional specificity of local synaptic connections in neocortical networks. Nature 473:87-91
91. Komiyama T, Sato TR, O'ConnorDH, ZhangYX, HuberD, et al. 2010. Learning-related fine-scale specificity imaged in motor cortex circuits of behaving mice. Nature 464:1182-96
92. LeVay S, McConnell SK. 1982. ON and OFF layers in the lateral geniculate nucleus of the mink. Nature 300:350-51
93. London M, Hausser M. 2005. Dendritic computation. Annu. Rev. Neurosci. 28:503-32
94. López-Muñoz F, Boya J, Alamo C. 2006. Neuron theory, the cornerstone of neuroscience, on the centenary of the Nobel Prize award to Santiago Ramón y Cajal. Brain Res. Bull. 70:391-405
95. Luo L, Callaway EM, Svoboda K. 2008. Genetic dissection of neural circuits. Neuron 57:634-60
96. Luo L, Flanagan JG. 2007. Development of continuous and discrete neural maps. Neuron 56:284-300
97. Malach R, Amir Y, Harel M, Grinvald A. 1993. Relationship between intrinsic connections and functional architecture revealed by optical imaging and in vivo targeted biocytin injections in primate striate cortex. PNAS 90:10469-73
98. Malach R, Levy I, Hasson U. 2002. The topography of high-order human object areas. Trends Cogn. Sci. 6:176-84
99. Martin KA, Schroder S. 2013. Functional heterogeneity in neighboring neurons of cat primary visual cortex in response to both artificial and natural stimuli. J. Neurosci. 33:7325-44
100. Martinez LM, Alonso JM. 2001. Construction of complex receptive fields in cat primary visual cortex. Neuron 32:515-25
101. Martinez LM, Alonso JM, Reid RC, Hirsch JA. 2002. Laminar processing of stimulus orientation in cat visual cortex. J. Physiol. 540:321-33
102. Martinez LM, Wang Q, Reid RC, Pillai C, Alonso JM, et al. 2005. Receptive field structure varies with layer in the primary visual cortex. Nat. Neurosci. 8:372-79
103. McConnell SK, LeVay S. 1984. Segregation of on-and off-center afferents in mink visual cortex. PNAS 81:1590-93
104. McDermott JH, Schemitsch M, Simoncelli EP. 2013. Summary statistics in auditory perception. Nat. Neurosci. 16:493-98
105. Michel MM, Chen Y, Geisler WS, Seidemann E. 2013. An illusion predicted by V1 population activity implicates cortical topography in shape perception. Nat. Neurosci. 16:1477-83
106. Mitani A, Shimokouchi M, Itoh K, Nomura S, Kudo M, Mizuno N. 1985. Morphology and laminar organization of electrophysiologically identified neurons in the primary auditory cortex in the cat. J. Comp. Neurol. 235:430-47
107. Mitchell JF, Sundberg KA, Reynolds JH. 2009. Spatial attention decorrelates intrinsic activity fluctuations in macaque area V4. Neuron 63:879-88
108. Miyamichi K, Amat F, Moussavi F, Wang C, Wickersham I, et al. 2010. Cortical representations of olfactory input by trans-synaptic tracing. Nature 472:191-96
109. Mizrahi A, Shalev A, Nelken I. 2014. Single neuron and population coding of natural sounds in auditory cortex. Curr. Opin. Neurobiol. 24:103-10
110. Mombaerts P, Wang F, Dulac C, Chao SK, Nemes A, et al. 1996. Visualizing an olfactory sensory map. Cell 87:675-86
111. Mooser F, BoskingWH, Fitzpatrick D. 2004. A morphological basis for orientation tuning in primary visual cortex. Nat. Neurosci. 7:872-79
112. Mountcastle VB. 1957. Modality and topographic properties of single neurons of cat's somatic sensory cortex. J. Neurophysiol. 20:408-34
113. Mrsic-Flogel TD, Hofer SB, Ohki K, Reid RC, Bonhoeffer T, Hubener M. 2007. Homeostatic regulation of eye-specific responses in visual cortex during ocular dominance plasticity. Neuron 54:961-72
114. Nauhaus I, Nielsen KJ, Disney AA, Callaway EM. 2012. Orthogonal micro-organization of orientation and spatial frequency in primate primary visual cortex. Nat. Neurosci. 15:1683-90
115. Neafsey E, Bold E, Haas G, Hurley-Gius K, Quirk G, et al. 1986. The organization of the rat motor cortex: A microstimulation mapping study. Brain Res. Rev. 11:77-96
116. Nelken I. 2004. Processing of complex stimuli and natural scenes in the auditory cortex. Curr. Opin. Neurobiol. 14:474-80
117. Nelken I, Bizley JK, Nodal FR, AhmedB, King AJ, Schnupp JW. 2008. Responses of auditory cortex to complex stimuli: functional organization revealed using intrinsic optical signals. J. Neurophysiol. 99:1928-41
118. Niell CM, Stryker MP. 2008. Highly selective receptive fields in mouse visual cortex. J. Neurosci. 28:7520-36
119. O'Keefe J, Burgess N, Donnett JG, Jeffery KJ, Maguire EA. 1998. Place cells, navigational accuracy, and the human hippocampus. Philos. Trans. R. Soc. B 353:1333-40
120. Oberlaender M, de Kock CP, Bruno RM, Ramirez A, Meyer HS, et al. 2012. Cell type-specific threedimensional structure of thalamocortical circuits in a column of rat vibrissal cortex. Cereb. Cortex 22:2375-91
121. Obermayer K, Blasdel GG. 1993. Geometry of orientation and ocular dominance columns in monkey striate cortex. J. Neurosci. 13:4114-29
122. Ohki K, Chung S, Ch'ng YH, Kara P, Reid RC. 2005. Functional imaging with cellular resolution reveals precise micro-architecture in visual cortex. Nature 433:597-603
123. PenfieldW, Rasmussen T. 1950. The Cerebral Cortex of Man: A Clinical Study of Localization of Function. New York: Macmillan
124. Perin R, Berger TK, Markram H. 2011. A synaptic organizing principle for cortical neuronal groups. PNAS 108:5419-24
125. Peters AJ, Chen SX, Komiyama T. 2014. Emergence of reproducible spatiotemporal activity during motor learning. Nature 510:263-67
126. PougetA, Dayan P, ZemelR. 2000. Information processing with population codes. Nat. Rev. Neurosci. 1:125-32
127. Rall W. 1995. The Theoretical Foundation of Dendritic Function: Selected Papers ofWilfrid Rall with Commentaries. Cambridge, MA: MIT Press
128. Read HL, Winer JA, Schreiner CE. 2002. Functional architecture of auditory cortex. Curr. Opin. Neurobiol. 12:433-40
129. Recanzone GA, Schreiner C, Merzenich MM. 1993. Plasticity in the frequency representation of primary auditory cortex following discrimination training in adult owl monkeys. J. Neurosci. 13:87-103
130. Redish AD. 2001. The hippocampal debate: Are we asking the right questions? Behav. Brain Res. 127:81-98
131. Reich DS, Mechler F, Victor JD. 2001. Independent and redundant information in nearby cortical neurons. Science 294:2566-68
132. Reid RC. 2012. From functional architecture to functional connectomics. Neuron 75:209-17
133. Renart A, de la Rocha J, Bartho P, Hollender L, Parga N, et al. 2010. The asynchronous state in cortical circuits. Science 327:587-90
134. Reyes AD. 2011. Synaptic short-term plasticity in auditory cortical circuits. Hearing Res. 279:60-66
135. Rochefort NL, Garaschuk O, Milos RI, Narushima M, Marandi N, et al. 2009. Sparsification of neuronal activity in the visual cortex at eye-opening. PNAS 106:15049-54
136. Romo R, Hernandez A, Zainos A, Salinas E. 2003. Correlated neuronal discharges that increase coding efficiency during perceptual discrimination. Neuron 38:649-57
137. Rothschild G, Cohen L, Mizrahi A, Nelken I. 2013. Elevated correlations in neuronal ensembles of mouse auditory cortex following parturition. J. Neurosci. 33:12851-61
138. Rothschild G, Nelken I, Mizrahi A. 2010. Functional organization and population dynamics in the mouse primary auditory cortex. Nat. Neurosci. 13:353-60
139. Sakata S, Harris KD. 2009. Laminar structure of spontaneous and sensory-evoked population activity in auditory cortex. Neuron 64:404-18
140. Salinas E, Abbott L. 1994. Vector reconstruction from firing rates. J. Comput. Neurosci. 1:89-107
141. Sato TR, Gray NW, Mainen ZF, Svoboda K. 2007. The functional microarchitecture of the mouse barrel cortex. PLOS Biol. 5:e189
142. Schieber MH. 2001. Constraints on somatotopic organization in the primary motor cortex. J. Neurophysiol. 86:2125-43
143. Schieber MH, Hibbard LS. 1993. How somatotopic is the motor cortex hand area? Science 261:489-92
144. Schreiner CE, Mendelson JR, Sutter ML. 1992. Functional topography of cat primary auditory cortex: Representation of tone intensity. Exp. Brain Res. 92:105-22
145. Schreiner CE, Polley DB. 2014. Auditory map plasticity: diversity in causes and consequences. Curr. Opin. Neurobiol. 24:143-56
146. Schreiner CE, Read HL, SutterML. 2000. Modular organization of frequency integration in primary auditory cortex. Annu. Rev. Neurosci. 23:501-29
147. Schreiner CE, Winer JA. 2007. Auditory cortex mapmaking: principles, projections, and plasticity. Neuron 56:356-65
148. Schuett S, Bonhoeffer T, HübenerM. 2002. Mapping retinotopic structure in mouse visual cortex with optical imaging. J. Neurosci. 22:6549-59
149. Seung HS, Sompolinsky H. 1993. Simple models for reading neuronal population codes. PNAS 90:10749-53
150. ShamirM. 2014. Emerging principles of population coding: in search for the neural code. Curr. Opin. Neurobiol. 25:140-48
151. Shamir M, Sompolinsky H. 2006. Implications of neuronal diversity on population coding. Neural Comput. 18:1951-86
152. Sheth BR, Sharma J, Rao SC, Sur M. 1996. Orientation maps of subjective contours in visual cortex. Science 274:2110-15
153. Sincich LC, Horton JC. 2005. The circuitry of V1 and V2: integration of color, form, and motion. Annu. Rev. Neurosci. 28:303-26
154. Sinden RR. 1994. DNA Structure and Function. New York: Academic
155. Smith MA, Kohn A. 2008. Spatial and temporal scales of neuronal correlation in primary visual cortex. J. Neurosci. 28:12591-603
156. Smith SL, HausserM. 2010. Parallel processing of visual space by neighboring neurons in mouse visual cortex. Nat. Neurosci. 13:1144-49
157. Smith SL, Smith IT, Branco T, Häusser M. 2013. Dendritic spikes enhance stimulus selectivity in cortical neurons in vivo. Nature 503:115-20
158. Sompolinsky H, Yoon H, Kang K, Shamir M. 2001. Population coding in neuronal systems with correlated noise. Phys. Rev. E Stat. Nonlin. SoftMatter Phys. 64:051904
159. Stettler DD, Axel R. 2009. Representations of odor in the piriform cortex. Neuron 63:854-64
160. Stiebler I, Neulist R, Fichtel I, Ehret G. 1997. The auditory cortex of the house mouse: left-right differences, tonotopic organization and quantitative analysis of frequency representation. J. Comp. Physiol. A 181:559-71
161. Stryker MP, Zahs KR. 1983. On and off sublaminae in the lateral geniculate nucleus of the ferret. J. Neurosci. 3:1943-51
162. Sugimoto S, Sakurada M, Horikawa J, Taniguchi I. 1997. The columnar and layer-specific response properties of neurons in the primary auditory cortex of Mongolian gerbils. Hear Res. 112:175-85
163. Swindale NV. 2000. How many maps are there in visual cortex? Cereb. Cortex 10:633-43
164. Theunissen FE, Elie JE. 2014. Neural processing of natural sounds. Nat. Rev. Neurosci. 15:355-66
165. Van Hooser SD, Roy A, RhodesHJ, Culp JH, Fitzpatrick D. 2013. Transformation of receptive field properties from lateral geniculate nucleus to superficial V1 in the tree shrew. J. Neurosci. 33:11494-505
166. Wandell BA, Dumoulin SO, Brewer AA. 2007. Visual field maps in human cortex. Neuron 56:366-83
167. Wandell BA, Winawer J. 2011. Imaging retinotopic maps in the human brain. Vision Res. 51:718-37
168. Wilson MA, McNaughton BL. 1994. Reactivation of hippocampal ensemble memories during sleep. Science 265:676-79
169. Winkowski DE, Kanold PO. 2013. Laminar transformation of frequency organization in auditory cortex. J. Neurosci. 33:1498-508
170. Yaron A, Hershenhoren I, Nelken I. 2012. Sensitivity to complex statistical regularities in rat auditory cortex. Neuron 76:603-15
171. Yen S-C, Baker J, Gray CM. 2007. Heterogeneity in the responses of adjacent neurons to natural stimuli in cat striate cortex. J. Neurophysiol. 97:1326-41
172. Yoshimura Y, Dantzker JL, Callaway EM. 2005. Excitatory cortical neurons form fine-scale functional networks. Nature 433:868-73
173. Zahs KR, Stryker MP. 1988. Segregation of ON and OFF afferents to ferret visual cortex. J. Neurophysiol. 59:1410-29
174. Zohary E, Shadlen MN, Newsome WT. 1994. Correlated neuronal discharge rate and its implications for psychophysical performance. Nature 370:140-43