mcbal/spin-model-transformers

Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX

⭐ 50 ⑂ 2 Python Apache-2.0 · 2023-12-10推送

https://mcbal.github.io/post/spin-model-transformers/

artificial-intelligence attention-mechanism deep-learning neural-networks transformers ising-spin-models associative-memory hopfield-networks mean-field-theory statistical-physics fixed-point-iteration near-equilibrium-dynamics non-equilibrium-dynamics partition-functions spin-glasses spin-models statistical-mechanics time-evolution vector-spin-models

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2023-12-10

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