Adrift in Perceptual Space

This is a video of a random walk through a self organizing map trained on human figures. Self organizing maps themselves are not very cognitively plausible ( they have extremely limited computational power ). I am wondering if some combination of a feature encoding network and a self organizing map might give the best of both systems ?

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