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experiment with a memory system that keeps rewriting itself: a hopfield network remembers an alphabet. as memories decay, it begins to hallucinate glyphs it was never taught - forgetting becomes a way of inventing.

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Kat ⊷ the Poet Engineer

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239,453 views • 3 months ago •via X (Twitter)

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fed the hopfield network chinese glyphs this time - radicals and components instead of latin letters. as memory decays it starts drafting characters that don’t exist - forgetting becomes a way of inventing.
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i minted my first nft collection as a full-time artist. the work is built from a hopfield network, one of the most fundamental forms of neural network. it learns different writing systems, then begins to forget them. as its memories decay, it starts producing glyphs it was never taught.
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~ memory is a flock of birds ~ i built a hopfield network and taught it the alphabet - then watched it remember in real time by adjusting the temperature. no neuron has the whole picture. the memory is distributed across every neuron’s connections.
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