Falconbridge MS, Stamps RL, Badcock DR. (2005). A Simple Hebbian/Anti-Hebbian Network Learns the Sparse, Independent Components of Natural Images Neural Comput. 18

See more from authors: Falconbridge MS · Stamps RL · Badcock DR

References and models cited by this paper

Albrecht DG, Hamilton DB. (1982). Striate cortex of monkey and cat: contrast response function. Journal of neurophysiology. 48 [PubMed]

Atick JJ, Redlich AN. (1992). What does the Retina Know about Natural Scenes? Neural Comput. 4

Baddeley R et al. (1997). Responses of neurons in primary and inferior temporal visual cortices to natural scenes. Proceedings. Biological sciences. 264 [PubMed]

Bell AJ, Sejnowski TJ. (1997). The "independent components" of natural scenes are edge filters. Vision research. 37 [PubMed]

Blakemore C, Carpenter RH, Georgeson MA. (1970). Lateral inhibition between orientation detectors in the human visual system. Nature. 228 [PubMed]

Boynton GM, Finney EM. (2003). Orientation-specific adaptation in human visual cortex. The Journal of neuroscience : the official journal of the Society for Neuroscience. 23 [PubMed]

Brown TH, Kairiss EW, Keenan CL. (1990). Hebbian synapses: biophysical mechanisms and algorithms. Annual review of neuroscience. 13 [PubMed]

Budd JM, Kisvárday ZF. (2001). Local lateral connectivity of inhibitory clutch cells in layer 4 of cat visual cortex (area 17). Experimental brain research. 140 [PubMed]

Carandini M. (2000). Visual cortex: Fatigue and adaptation. Current biology : CB. 10 [PubMed]

De Valois RL, Albrecht DG, Thorell LG. (1982). Spatial frequency selectivity of cells in macaque visual cortex. Vision research. 22 [PubMed]

Földiák P. (1990). Forming sparse representations by local anti-Hebbian learning. Biological cybernetics. 64 [PubMed]

Gottschalk A. (2002). Derivation of the visual contrast response function by maximizing information rate. Neural computation. 14 [PubMed]

Hoyer PO. (2003). Modelling receptive fields with non-negative sparse coding Computational neuroscience: Trends in research 2003.

Karhunen J, Joutsensalo J. (1994). Representation and separation of signals using nonlinear PCA type learning Neural Netw. 7

Katz LC, Shatz CJ. (1996). Synaptic activity and the construction of cortical circuits. Science (New York, N.Y.). 274 [PubMed]

Lennie P. (2003). The cost of cortical computation. Current biology : CB. 13 [PubMed]

Oja E. (1982). A simplified neuron model as a principal component analyzer. Journal of mathematical biology. 15 [PubMed]

Oja E, Hyvarinen A, Hurri J. (1996). Image feature extraction using independent component analysis Proceedings Of The IEEE Nordic Signal Processing Symposium (norsig)96.

Olshausen BA, Field DJ. (1996). Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature. 381 [PubMed]

Olshausen BA, Field DJ. (1997). Sparse coding with an overcomplete basis set: a strategy employed by V1? Vision research. 37 [PubMed]

Rauschecker JP. (1991). Mechanisms of visual plasticity: Hebb synapses, NMDA receptors, and beyond. Physiological reviews. 71 [PubMed]

Schiller PH. (1992). The ON and OFF channels of the visual system. Trends in neurosciences. 15 [PubMed]

Sudjianto A, Hassoun MH. (1995). Statistical basis of nonlinear Hebbian learning and application to clustering Neural Netw. 8

Thomson AM, Deuchars J. (1997). Synaptic interactions in neocortical local circuits: dual intracellular recordings in vitro. Cerebral cortex (New York, N.Y. : 1991). 7 [PubMed]

Vinje WE, Gallant JL. (2000). Sparse coding and decorrelation in primary visual cortex during natural vision. Science (New York, N.Y.). 287 [PubMed]

van Hateren JH, Ruderman DL. (1998). Independent component analysis of natural image sequences yields spatio-temporal filters similar to simple cells in primary visual cortex. Proceedings. Biological sciences. 265 [PubMed]

van Hateren JH, van der Schaaf A. (1998). Independent component filters of natural images compared with simple cells in primary visual cortex. Proceedings. Biological sciences. 265 [PubMed]

References and models that cite this paper
This website requires cookies and limited processing of your personal data in order to function. By continuing to browse or otherwise use this site, you are agreeing to this use. See our Privacy policy and how to cite and terms of use.