2d ago

Kat the Poet Engineer trains Hopfield network on alphabet

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Kat the Poet Engineer trained a Hopfield network on the full alphabet. The model recalls stored patterns in real time through temperature adjustments. It reconstructs complete letters such as A, B, and E from partial or noisy inputs. Memory appears distributed across neuron connections. A visualization shows blue voxels forming letters on a grid scanned by green crosshairs alongside undulating red wireframes and labeled cylinders.

Original post

~ 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.

10:25 PM · May 13, 2026 View on X
Kat the Poet Engineer trains Hopfield network on alphabet · Digg