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We developed
hierarchical
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versions that
can be trained
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one layer at a
time.
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This
is a major
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advantage
of CRBM’s.
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The hierarchical
versions
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are directed at
all but the
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top two layers.
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They worked well
for
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filtering out
nasty noise
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from image
sequences.
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