Excited to share new preprint w @ProfData!
We methodically investigate representations in deep neural networks, using them to model concept learning (in
&
) & showing that putatively low-level features are represented more precisely at deeper layers.https://www.biorxiv.org/content/10.1101/626374v1 …
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This is an overview of our model, which allows us to determine the level of representation used to categorise. Allowing us to answer Qs like: are the features used low-level (closer to the stimulus) or complex & invariant to lower-level image properties? https://www.biorxiv.org/content/10.1101/626374v1 …pic.twitter.com/2NBhqgcXpF
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