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No one knows yet how big the leap needs to be, but the most amazing thing about ANN's is that the feature layers a CNN arrives at may functionally resemble some
by ujal 11y ago
No one knows yet how big the leap needs to be, but the most amazing thing about ANN's is that the feature layers a CNN arrives at may functionally resemble some of those found in the visual cortex:
"The oft-cited resemblance of the imagery to LSD- and psilocybin-induced hallucinations is suggestive of a functional resemblance between artificial neural networks and particular layers of the visual cortex, a matter which merits further study." [0]
Also see "How brains learn to see" from Pawan Sinha [1].
[0] https://en.wikipedia.org/wiki/DeepDream https://en.wikipedia.org/wiki/DeepDream
[1] http://www.ted.com/talks/pawan_sinha_on_how_brains_learn_to_see http://www.ted.com/talks/pawan_sinha_on_how_brains_learn_to_...