Object localisation using laterally connected "what" and "where" associator networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2714, Issue , 2003, Pages 813-820

  Weber, Cornelius ^a   Wermter, Stefan ^a  

^a UNIVERSITY OF SUNDERLAND   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CITRUS FRUITS; COMPLEX NETWORKS; NEURAL NETWORKS;

COMPLEX CELLS; CORTICAL AREAS; LATERAL CONNECTIONS; LOCALISATION; ORIENTATION-TUNING; PATTERN COMPLETION; SIMPLE CELL; VISUAL FIELDS;

LOCATION;

EID: 35248899292     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44989-2_97     Document Type: Article

References (14)

1. P. Dayan. Recurrent sampling models for the Helmholtz machine. Neur. Comp., 11:653-77, 2000.
2. S. Deneve, P.E. Latham, and A. Pouget. Reading population codes: a neural implementation of ideal observers. Nature Neurosci., 2(8):740-5, 1999.
3. D.J. Felleman and D.C. Van Essen. Distributed hierarchical processing in the primate cerebral cortex. Cerebral Cortex, 1:1-47, 1991.
4. P.O. Hoyer and A. Hyvärinen. Independent component analysis applied to feature extraction from colour and stereo images. Network: Comput. Neural Syst., 11(3):191-210, 2000.
5. A.K. Moschovakis, G.G. Gregoriou, and H.E. Savaki. Functional imaging of the primate superior colliculus during saccades to visual targets. Nature Neurosci., 4(10):1026-31, 2001.
6. F Pulvermüller. A brain perspective on language mechanisms: from discrete neuronal ensembles to serial order. Progress in Neurobiology, 67:85-111, 2002.
7. R.P.N. Rao and D.H. Ballard. Development of localized oriented receptive fields by learning a translation-invariant code for natural images. Network: Comput. Neural Syst., 9:219-37, 1998.
8. R.P.N. Rao, G.J. Zelinsky, M.M. Mayhoe, and D.H. Ballard. Eye movements in iconic visual search. Vis. Res., 42(11):1447-63, 2002.
9. G. Rizzolatti and G. Luppino. Cortical motor system. Neuron, 31:889-901, 2001.
10. J. Sirosh and R. Miikkulainen. Topographic receptive fields and patterned lateral interaction in a self-organizing model of the primary visual cortex. Neur. Comp., 9:577-94, 1997.
11. J. Sirosh, R. Miikkulainen, and Y. Choe, editors. Lateral Interactions in the Cortex: Structure and Function. Hypertext Book, www.cs.utexas.edu/users/nn/web-pubs/htmlbook96, 1996.
12. J. Sullivan, A. Blake, M. Isard, and J. MacCormick. Bayesian object localisation in images. Int. J. Computer Vision, 44(2):111-35, 2001.
13. C. Weber. Self-organization of orientation maps, lateral connections, and dynamic receptive fields in the primary visual cortex. In G. Dorffner, H. Bischof, and K. Hornik, editors, Proceedings ICANN, pages 1147-52, 2001.
14. C. Weber and K. Obermayer. Emergent Neural Computational Architectures, chapter Emergence of modularity within one sheet of neurons: a model comparison, pages 53-76. Springer-Verlag Berlin Heidelberg, 2001.