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[NN] Updated abstract

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Signed-off-by: Jim Martens <github@2martens.de>
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Jim Martens
2018-05-24 12:54:02 +02:00
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neural-networks/seminarpaper.tex
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diffusion-based neuromodulation and compare them with respect to catastrophic diffusion-based neuromodulation and compare them with respect to catastrophic
forgetting. The results of the comparison being that modulated random search forgetting. The results of the comparison being that modulated random search
is not useful to combat catastrophic forgetting, modulated gaussian walk is is not useful to combat catastrophic forgetting, modulated gaussian walk is
significantly better on that front and that the localized learning approach of significantly better and likely useful for single task or combined feedback
Velez and Clune overcomes catastrophic forgetting for small networks. 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.
% Lists: % Lists:
\setcounter{tocdepth}{2} % depth of the table of contents (for Seminars 2 is recommented) \setcounter{tocdepth}{2} % depth of the table of contents (for Seminars 2 is recommented)