Definition
The term “cortical map” refers to the existence of a nonrandom relationship between the position of a neuron in the cerebral cortex and the value of some property that can be assigned to it on the basis of physiological or anatomical tests. Typically the property in question is a receptive field parameter of a sensory neuron, e.g., the position in space of the receptive field of a visual sensory neuron, or the color of a stimulus that activates it, but it might also be a projective field, e.g., the position in the body of a muscle or group of muscles activated by neurons in motor cortex, or, more speculatively, some aspect of knowledge or behavior coded for, or produced, by activity in single neurons or groups of neighboring neurons (perhaps as measured by fMRI experiments). A further qualification is that map properties often remain constant in value with depth in the cortex and vary only with lateral...
References
Ackman JB, Burbridge TJ, Crair MC (2012) Retinal waves coordinate patterned activity throughout the developing visual system. Nature 490:219–225
Adams DL, Horton JC (2003) Capricious expression of cortical columns in the primate brain. Nat Neurosci 6:113–114
Barlow HB, Földiák P (1989) Adaptation and decorrelation in the cortex. In: Durbin RM, Mial C, Mitchison GJ (eds) The computing neuron. Addison-Wesley, Wokingham, pp 54–72 (Chap 4)
Bonin V, Histed MH, Yurgenson S, Reid RC (2011) Local diversity and fine-scale organization of receptive fields in mouse visual cortex. J Neurosci 31:18506–18521
Born RT, Tootell RB (1991) Spatial frequency tuning of single units in macaque supragranular striate cortex. Proc Natl Acad Sci U S A 88:7066–7070
Cang JH, Kaneko M, Yamada J, Woods G, Stryker MP, Feldheim DA (2005) Ephrin-As guide the formation of functional maps in the visual cortex. Neuron 48:577–589
Carreira-Perpinãń MÁ, Lister R, Goodhill GJ (2005) A computational model for the development of multiple maps in primary visual cortex. Cereb Cortex 15:1222–1233
Chapman B, Gödecke I (2000) Cortical cell orientation selectivity fails to develop in the absence of ON-center retinal ganglion cell activity. J Neurosci 20:1922–1930
Chen X, Gabitto M, Peng Y, Ryba NJP, Zuker CS (2011) A gustotopic map of taste qualities in the mammalian brain. Science 333:1262–1266
Chklovskii DB, Koulakov AA (2004) Maps in the brain: what can we learn from them? Annu Rev Neurosci 27:369–392
Dayan P, Abbott LF (2001) Theoretical neuroscience. MIT Press, Cambridge, Massachusetts
De Valois RL, De Valois KK (1990) Spatial vision. Oxford University Press, New York Oxford
Durbin R, Willshaw DJ (1987) An analogue approach to the travelling salesman problem using an elastic net method. Nature 326:689–691
Durbin R and Mitchison G (1990) A dimension reduction framework for understanding cortical maps. Nature 343:644–647
Eglen SJ, Gjorgjieva J (2009) Self-organization in the developing nervous system: theoretical models. HFSP J 3:176–185
Erwin E, Miller KD (1998) Correlation-based development of ocularly matched orientation and ocular dominance maps: determination of required input activities. J Neurosci 18:9870–9895
Erwin E, Obermayer K, Schulten K (1995) Models of orientation and ocular dominance columns in the visual cortex: a critical comparison. Neural Comput 7:425–468
Farley BJ, Yu H, Jin DZ, Sur M (2007) Alteration of visual input results in a coordinated reorganization of multiple visual cortex maps. J Neurosci 27:10299–10310
Firth SI, Wang CT, Feller MB (2005) Retinal waves: mechanisms and function in visual system development. Cell Calcium 37:425-432 http://dx.doi.org/10.1016/j.ceca.2005.01.010
Gaiarsa J-L, Ben-Ari Y (2006) Long-term plasticity at inhibitory synapses: a phenomenon that has been overlooked. In: Kittler JT, Moss SJ (eds) The dynamic synapse: molecular methods in ionotropic receptor biology. CRC Press, Boca Raton (Chap 2)
Gilbert CD (1992) Horizontal integration and cortical dynamics. Neuron 9:1–13
Godfrey KB, Eglen SJ, Swindale NV (2009) A multi-component model of the developing retinocollicular pathway incorporating axonal and synaptic growth. PLoS Comput Biol 5:1–22 (e1000600)
Goodhill GJ and Sejnowski TJ (1997) A unifying objective function for topographic mappings. Neural Comput 9:1291-1303
Goodhill GJ (2007) Contributions of theoretical modeling to the understanding of neural map development. Neuron 56:301–311
Goodhill GJ, Xu J (2005) The development of retinotectal maps: a review of models based on molecular gradients. Network 16:5–34
Grimbert F, Cang J (2012) New model of retinocollicular mapping predicts the mechanisms of axonal competition and explains the role of reverse molecular signaling during development. J Neurosci 32:9755–9768
Horton JC, Hocking DR (1996) An adult-like pattern of ocular dominance columns in striate cortex of newborn monkeys prior to visual experience. J Neurosci 16:1791–1807
Hubel DH, Wiesel TN (1977) Functional architecture of macaque monkey visual cortex. Proc R Soc B 198:1–59
Hübener M, Shoham D, Grinvald A, Bonhoeffer T (1997) Spatial relationships among three columnar systems in cat area 17. J Neurosci 17:9270–9284
Hübener M, Hofer SB, Mrsic-Flogel TD (2008) Ocular dominance plasticity. In: Chalupa LM, Williams RW (eds) Eye, retina, and visual system of the mouse. MIT Press, Cambridge, Massachusetts London, England pp 439–448
Huberman AD, Feller MB, Chapman B (2008) Mechanisms underlying development of visual maps and receptive fields. Annu Rev Neurosci 31:479–509
Hyvärinen A, Hoyer PO (2001) A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images. Vision Res 41:2413–2423
Inan M, Crair MC (2007) Development of cortical maps: perspectives from the barrel cortex. Neuroscientist 13:49–61
Issa NP, Trepel C, Stryker MP (2000) Spatial frequency maps in cat visual cortex. J Neurosci 20:8504–8514
Kara P, Boyd JD (2009) A micro-architecture for binocular disparity and ocular dominance in visual cortex. Nature 458:627–631
Katz LC, Crowley JC (2002) Development of cortical circuits: lessons from ocular dominance columns. Nat Rev Neurosci 3:34–42
Kerschensteiner D, Wong ROL (2008) A precisely timed asynchronous pattern of ON and OFF retinal ganglion cell activity during propagation of retinal waves. Neuron 58:851–858
Kohonen T (1997) Self-organizing maps. Springer, Berlin
Langner G, Ochse M (2006) The neural basis of pitch and harmony in the auditory system. Music Sci 10(1 suppl):185–208
LeVay S, Stryker MP, Shatz CJ (1978) Ocular dominance columns and their development in layer IV of the cat’s visual cortex: a quantitative study. J Comp Neurol 179:223–244
Lu HD, Roe AW (2008) Functional organization of color domains in V1 and V2 of macaque monkey revealed by optical imaging. Cereb Cortex 18:516–533
Marcus G (2004) The birth of the mind. Basic Books, New York
McLaughlin T, O’Leary DD (2005) Molecular gradients and development of retinotopic maps. Annu Rev Neurosci 28:327–355
Miikkulainen R, Bednar J, Choe Y, Sirosh J (2005) Computational maps in the visual cortex. Springer, New York, NY
Miller KD (1994) A model for the development of simple cell receptive fields and the ordered arrangement of orientation columns through activity-dependent competition between ON- and OFF-center inputs. J Neurosci 14:409–441
Miller KD, Keller JB, Stryker MP (1989) Ocular dominance column development: analysis and simulation. Science 245:605–615
Mountcastle VB (1998) Perceptual neuroscience: the cerebral cortex. Harvard University Press, Cambridge, Massachusetts
Movshon JA, Thompson ID, Tolhurst DJ (1978) Spatial summation in the receptive fields of simple cells in the cat’s striate cortex. J Physiol 283:53–77
Nauhaus I, Nielsen KJ, Disney AA, Callaway EM (2012) Orthogonal micro-organization of orientation and spatial frequency in primate primary visual cortex. Nat Neurosci 15:1683–1690
Obermayer K, Blasdel G (1997) Singularities in primate orientation maps. Neural Comput 9:555–575
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
Olshausen B, Field D (1996) Emergence of simple-cell receptive fields properties by learning a sparse code for natural images. Nature 381:607–609
Piepenbrock C, Obermayer K (2000) The effect of intracortical competition on the formation of topographic maps in models of Hebbian learning. Biol Cybern 82:345–353
Rakic P, Ayoub AE, Breunig JJ, Dominguez MH (2009) Decision by division: making cortical maps. Trends Neurosci 32:291–301
Ringach DL (2002) Spatial structure and symmetry of simple-cell receptive fields in macaque primary visual cortex. J Neurophysiol 88:455–463
Sengpiel F, Kind PC (2002) The role of activity in development of the visual system. Curr Biol 12:R818–R826
Shmuel A, Grinvald A (1996) Functional organization for direction of motion and its relationship to orientation maps in cat area 18. J Neurosci 16:6945–6964
Stafford BK, Sher A, Litke AM, Feldheim DA (2009) Spatial-temporal patterns of retinal waves underlying activity-dependent refinement of retinofugal projections. Neuron 64:200–212
Swindale NV (1982) A model for the formation of orientation columns. Proc R Soc B 215:211–230
Swindale NV (1996) The development of topography in the visual cortex: a review of models. Netw Comput Neural Syst 7:161–247
Swindale NV (2000) How many maps are there in visual cortex? Cereb Cortex 10:633–643
Swindale NV (2003) Development of ocular dominance stripes, orientation selectivity, and orientation columns. In: van Ooyen A (ed) Modeling neural development. MIT Press, Cambridge, MA (Chap 12)
Swindale NV (2004) How different feature spaces may be represented in cortical maps. Network 15:217–242
Swindale NV, Matsubara JA, Cynader MS (1987) Surface organization of orientation and direction selectivity in cat area 18. J Neurosci 7:1414–1427
Tomita K, Sperling M, Cambridge SB, Bonhoeffer T, Hübener M (2013) A molecular correlate of ocular dominance columns in the developing mammalian visual cortex. Cereb Cortex 23(11):2531–2541 doi: 10.1093/cercor/bhs232
Torborg CL, Feller MB (2005) Spontaneous patterned retinal activity and the refinement of retinal projections Progress in Neurobiol 76:213–235
Van Hooser SD, Heimel JA, Chung S, Nelson SB, Toth LJ (2005) Orientation selectivity without orientation maps in visual cortex of a highly visual mammal. J Neurosci 25:19–28
Vincent BT, Baddeley RJ, Troscianko T, Gilchrist ID (2005) Is the early visual system optimised to be energy efficient? Network 16:175–190
Warland DK, Huberman AD, Chalupa LM (2006) Dynamics of spontaneous activity in the fetal macaque retina during development of retinogeniculate pathways. J Neurosci 26:5190–5197
Weliky M, Bosking WH, Fitzpatrick DA (1996) Systematic map of direction preference in primary visual cortex. Nature 379:725–728
White L, Fitzpatrick D (2007) Vision and cortical map development. Neuron 56:327–338
Wiesel TN, Hubel DH (1974) Ordered arrangement of orientation columns in monkeys lacking visual experience. J Comp Neurol 158:307–318
Wolf F, Geisel T (1998) Spontaneous pinwheel annihilation during visual development. Nature 395:73–78
Wong RO (1999) Retinal waves and visual system development. Annu Rev Neurosci 22:29–47
Wong ROL, Meister M, Shatz CJ (1993) Transient period of correlated bursting activity during development of the mammalian retina. Neuron 11:923–938
Workman AD, Charvet CJ, Clancy B, Darlington RB, Finlay BL (2013) Modeling transformations of neurodevelopmental sequences across mammalian species. J Neurosci 33:7368–7383
Yates PA, Holub AD, McLaughlin T, Sejnowski TJ, O’Leary DD (2004) Computational modeling of retinotopic map development to define contributions of EphA-ephrinA gradients, axon-axon interactions, and patterned activity. J Neurobiol 59:95–113
Yu H, Farley BJ, Jin DZ, Sur M (2005) The coordinated mapping of visual space and response features in visual cortex. Neuron 47:267–280
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer Science+Business Media New York
About this entry
Cite this entry
Swindale, N. (2014). Cortical Maps: Activity-Dependent Development. In: Jaeger, D., Jung, R. (eds) Encyclopedia of Computational Neuroscience. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-7320-6_670-1
Download citation
DOI: https://doi.org/10.1007/978-1-4614-7320-6_670-1
Received:
Accepted:
Published:
Publisher Name: Springer, New York, NY
Online ISBN: 978-1-4614-7320-6
eBook Packages: Living Reference Biomedicine and Life SciencesReference Module Biomedical and Life Sciences