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| • | We need to keep
the efficiency of using a gradient method |
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| for adjusting the
weights, but use it for modeling the |
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| structure of the
sensory input. |
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| – | Adjust
the weights to maximize the probability that a |
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| generative
model would have produced the sensory |
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| input.
This is the only place to get 10^5 bits per second. |
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| – | Learn
p(image) not p(label | image) |
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| • | What kind of
generative model could the brain be using? |
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