Relations between the statistics of natural images and the response properties of cortical cells.
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...Many papers of the previous millennium, however, were about unsupervised learning (UL) without a teacher (e.g., Atick, Li, & Redlich, 1992; Baldi & Hornik, 1989; Barlow, Kaushal, & Mitchison, 1989; Barrow, 1987; Deco & Parra, 1997; Field, 1987; Földiák, 1990; Földiák & Young, 1995; Grossberg, 1976a, 1976b; Hebb, 1949; Kohonen, 1972, 1982, 1988; Kosko, 1990; Martinetz, Ritter, & Schulten, 1990; Miller, 1994; Mozer, 1991; Oja, 1989; Palm, 1992; Pearlmutter &Hinton, 1986; Ritter & Kohonen, 1989; Rubner & Schulten, 1990; Sanger, 1989; Saund, 1994; von der Malsburg, 1973; Watanabe, 1985; Willshaw & von der Malsburg, 1976); see also post-2000 work (e....
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...…without a teacher (e.g., Atick, Li, & Redlich, 1992; Baldi & Hornik, 1989; Barlow, Kaushal, & Mitchison, 1989; Barrow, 1987; Deco & Parra, 1997; Field, 1987; Földiák, 1990; Földiák & Young, 1995; Grossberg, 1976a, 1976b; Hebb, 1949; Kohonen, 1972, 1982, 1988; Kosko, 1990; Martinetz, Ritter, &…...
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6,882 citations
Cites background from "Relations between the statistics of..."
...This transformation provides the same detail of description at each spatial scale in agreement with the property of scale invariance of the second order statistics of real world images (e.g. Field, 1987)....
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...The average of the energy spectrum provides a description of the correlation found in natural images (Field, 1987, 1994; van der Schaaf and van Hateren, 1996), and it has several implications for explaining the processing carried out by the first stages of the visual system (Field, 1987; Atick and Redlich, 1992)....
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...…the energy spectrum provides a description of the correlation found in natural images (Field, 1987, 1994; van der Schaaf and van Hateren, 1996), and it has several implications for explaining the processing carried out by the first stages of the visual system (Field, 1987; Atick and Redlich, 1992)....
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...The average of the energy spectrum provides a description of the correlation found in natural images (Field, 1987, 1994; van der Schaaf and van Hateren, 1996), and it has several implications for explaining the processing carried out by the first stages of the visual system (Field, 1987; Atick and…...
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5,947 citations
4,593 citations
4,149 citations
Cites background from "Relations between the statistics of..."
...2a ), the motivation being that the response properties of visual neurons might be largely determined by the statistics of natural image...
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References
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