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Energy-Based & Score Models

Unnormalised densities, score matching, Langevin dynamics, and the SDE view that unifies the generative families.

11concepts
99flashcards
86minutes of reading
Start with Hopfield Networks and Attractor Memory Drill the deck
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  1. 01 Hopfield Networks and Attractor Memory How a quadratic energy function turns stored patterns into attractors that can be recalled from corrupted fragments, why the usable capacity is only about 0.138 times the number of units, and what the network returns once you exceed it. intermediate 8m 7 cards