A temporal trace and SOM-based model of complex cell development

Neurocomputing

Volumn 58-60, Issue , 2004, Pages 827-833

  Sullivan, Thomas J ^a,b   de Sa, Virginia R ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Complex cell; Self organizing map; Trace rule; V1

Indexed keywords

BIOLOGICAL ORGANS; CELLS; CYTOLOGY; LEARNING SYSTEMS;

PHASE INVARIANCE; SELF-ORGANIZING MAP (SOM);

NEUROLOGY;

ARTICLE; CONTROLLED STUDY; FEEDBACK SYSTEM; LEARNING; MATHEMATICAL COMPUTING; MODEL; NERVE CELL DIFFERENTIATION; PRIORITY JOURNAL; RETINA NERVE CELL; RETINA RECEPTIVE FIELD; VISUAL ORIENTATION; VISUAL STIMULATION; VISUAL SYSTEM;

EID: 2542476150     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2004.01.134     Document Type: Article

References (12)

1. Albus K. Wolf W. Early post-natal development of neuronal function in the kitten's visual cortex: a laminar analysis J. Physiol. 348 1984 153
2. Bliss T.V.P. Lomo T. Long-lasting potentiation of synaptic transmission in the dentate area of the anesthetized rabbit following stimulation of the perforant path Nature Neurosci. 232 1973 331
3. Dayan, P. Abbott, L.F. Theoretical Neuroscience, MIT Press, Cambridge, MA, 2001.
4. Elman J.L. Finding structure in time Cognitive Sci. 14 1990 179
5. Erwin E. Obermayer K. Schulten K. Models of orientation and ocular dominance columns in the visual cortex: a critical comparison Neural Comput. 7 1 1995 425
6. Földiák P. Learning invariance from transformation sequences Neural Comput. 3 1991 194
7. Galli L. Maffei L. Spontaneous impulse activity of rat retinal ganglion cells in prenatal life Science 242 1988 90
8. Hebb D. The Organization of Behavior 1949 Wiley New York
9. Kohonen T. Analysis of a simple self-organizing process Biol. Cybern. 44 1982 135
10. Kohonen T. Self-Organizing Maps 3rd Edition 2001 Springer Berlin
11. Miller K.D. Pinto D.J. Simon D.J. Processing in layer 4 of the neocortical circuit: new insights from visual and somatosensory cortex Curr. Opin. Neurobiol. 11 2001 488
12. Sirosh J. Miikkulainen R. Topographic receptive fields and patterned lateral interaction in a self-organizing model of the primary visual cortex Neural Comput. 9 1997 577