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Yann LeCun and
others developed a really good
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recognizer for
handwritten digits by using
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backpropagation
in a feedforward net with:
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Many
hidden layers
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Many
pools of replicated units in each layer.
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Averaging
of the outputs of nearby replicated units.
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A
wide net that can cope with several characters at
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once
even if they overlap.
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Look at all of
the demos of LENET at
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http://yann.lecun.com
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These
demos are required reading for the tests.
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