Self-organization of hierarchical visual maps with feedback connections

Neurocomputing

Volumn 69, Issue 10-12, 2006, Pages 1309-1312

  Sit, Yiu Fai ^a   Miikkulainen, Risto ^a  

^a University of Texas at Austin   (United States)

Author keywords

Feedback connections; Self organization; Visual cortex

Indexed keywords

COMPUTATIONAL METHODS; DATA PROCESSING; LEARNING SYSTEMS; MATHEMATICAL MODELS;

FEEDBACK CONNECTIONS; FEEDFORWARD CONNECTIONS; HIERARCHICAL VISUAL MAPS; VISUAL CORTEX;

SELF ORGANIZING MAPS;

ARTICLE; CONTROLLED STUDY; EXPERIMENTAL DESIGN; EYE DOMINANCE; HUMAN; IMAGE PROCESSING; LEARNING; MATHEMATICAL COMPUTING; NONHUMAN; ORIENTING RESPONSE; POSITIVE FEEDBACK; PRIMATE; PRIORITY JOURNAL; PROCESS MODEL; RETINA RECEPTIVE FIELD; SENSORY NERVE CELL; VISUAL CORTEX; VISUAL INFORMATION; VISUAL ORIENTATION; VISUAL SYSTEM FUNCTION;

EID: 33646082500     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2005.12.098     Document Type: Article

References (13)

1. J.A. Bednar, Learning to See: Genetic and Environmental Influences on Visual Development, Ph.D. Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 2002, Technical Report AI-TR-02-294.
2. Deco G., and Lee T.S. The role of early visual cortex in visual integration: a neural model of recurrent interaction. Eur. J. Neurosci. 20 (2004) 1089-1100
3. Deco G., and Rolls E.T. A neurodynamical cortical model of visual attention and invariant object recognition. Vision Res. 44 (2003) 621-642
4. Hansen T., and Neumann H. Neural mechanisms for the robust representation of junctions. Neural Comput. 16 (2004) 1013-1037
5. Hegdé J., and Essen D.V. Selectivity for complex shapes in primate visual area V2. J. Neurosci. 20 (2000) RC61:1-RC61:6
6. Katz L.C., and Callaway E.M. Development of local circuits in mammalian visual cortex. Ann. Rev. Neurosci. 15 (1992) 31-56
7. Lamme V.A., Supèr H., and Spekreijse H. Feedforward, horizontal, and feedback processing in the visual cortex. Curr. Opin. Neurobiol. 8 (1998) 529-535
8. R. Miikkulainen, J.A. Bednar, Y. Choe, J. Sirosh, Computational Maps in the Visual Cortex, Springer, Berlin, 2005.
9. Neumann H., and Sepp W. Recurrent V1-V2 interaction in early visual boundary processing. Biol. Cybernet. 81 (1999) 425-444
10. Salin P., and Bullier J. Corticocortical connections in the visual system: structure and function. Physiol. Rev. 75 (1995) 107-154
11. Sandell J., and Schiller P. Effect of cooling area 18 on striate cortex cells in the squirrel monkey. J. Neurophysiol. 48 (1982) 38-48
12. Shao Z., and Burkhalter A. Different balance of excitation and inhibition in forward and feedback circuits of rat visual cortex. J. Neurosci. 16 (1996) 7353-7365
13. J. Sirosh, R. Miikkulainen, J.A. Bednar, Self-organization of orientation maps, lateral connections, and dynamic receptive fields in the primary visual cortex, in: J. Sirosh, R. Miikkulainen, Y. Choe (Eds.), Lateral Interactions in the Cortex: Structure and Function, The UTCS Neural Networks Research Group, Austin, TX, 1996, electronic book, ISBN 0-9647060-0-8, 〈http://nn.cs.utexas.edu/web-pubs/htmlbook96 〉.