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[NN] Updated abstract

Signed-off-by: Jim Martens <github@2martens.de>
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2018-05-24 12:54:02 +02:00
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diffusion-based neuromodulation and compare them with respect to catastrophic
forgetting. The results of the comparison being that modulated random search
is not useful to combat catastrophic forgetting, modulated gaussian walk is
significantly better on that front and that the localized learning approach of
Velez and Clune overcomes catastrophic forgetting for small networks.
significantly better and likely useful for single task or combined feedback
situations. Localized learning overcomes catastrophic forgetting in a very
bespoke setup and more generally could be useful for situations with combined
tasks and distinct feedback for each task.
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