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People are much
better than computers at recognizing
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patterns. How do
they do it?
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Neurons
in the perceptual system represent features
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of
the sensory input.
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The
brain learns to extract many layers of features.
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Features
in one layer represent combinations of
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simpler
features in the layer below.
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Can we train
computers to extract many layers of
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features by
mimicking the way the brain does it?
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Nobody
knows how the brain does it, so this requires
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both
engineering insights and scientific discoveries.
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