The Joint Development of Orientation and Ocular Dominance: Role of Constraints

Neural Computation

Volumn 9, Issue 5, 1997, Pages 959-970

  Piepenbrock, Christian ^a   Ritter, Helge ^b   Obermayer, Klaus ^a  

^a TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

^b BIELEFELD UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOLOGICAL MODEL; CAT; HEMISPHERIC DOMINANCE; NERVE CELL; ORIENTATION; PHYSIOLOGY; VISION; VISUAL CORTEX;

ANIMALS; CATS; DOMINANCE, CEREBRAL; MODELS, NEUROLOGICAL; NEURAL NETWORKS (COMPUTER); NEURONS; ORIENTATION; VISION; VISUAL CORTEX; VISUAL PERCEPTION;

EID: 0031184363     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/neco.1997.9.5.959     Document Type: Article

References (10)

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2. Erwin, E., Obermayer, K., & Schulten, K. (1995). Models of orientation and ocular dominance columns in the visual cortex: A critical comparison. Neural Computation 7:425-468.
3. Linsker, R. (1986). From basic network principles to neural architecture: Emergence of orientation selective cells. Proc. Natl. Acad. Sci. USA 83:8390-8394.
4. Miller, K. D. (1990). Derivation of linear Hebbian equations from a nonlinear Hebbian model of synaptic plasticity. Neural Computation 2:321-333.
5. Miller, K. D. (1994). A model for the development of simple cell receptive fields and the ordered arrangements of orientation columns through activity-dependent competition between ON-and OFF-center inputs. Journal of Neuroscience 14:409-441.
6. Miller, K. D., Keller, J. B., & Stryker, M. P. (1989). Ocular dominance column development: Analysis and simulation. Science 245:605-615.
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8. Miyashita, M., & Tanaka, S. (1991). A mathematical model for the self-organization of orientation columns in visual cortex. Neuroreport 3:69-72.
9. Obermayer, K., Blasdel, G. G., & Schulten, K. (1992). A statistical mechanical analysis of self-organization and pattern formation during the development of visual maps. Phys. Rev. A 45:7568-7589.
10. Piepenbrock, C., Ritter, H., & Obermayer, K. (1996). Cortical map development driven by spontaneous retinal activity waves. In Artificial Neural Networks -ICANN 96. New York: Springer-Verlag.