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5

63

mit

3

Implementation of deep implicit attention in PyTorch

transformers deep-learning implicit-layers neural-networks hopfield-networks ising-spin-models mean-field-theory associative-memory boltzmann-machines attention-mechanism statistical-physics artificial-intelligence deep-equilibrium-models

Created 2020-12-26

43 commits to main branch, last one 3 years ago

9

32

mit

8

Unicorn: Symbolic Execution, Bounded Model Checking, and Code Optimization of RISC-V Code using Classical Solvers and Quantum Computers

rust quantum-circuits ising-spin-models quantum-annealing quantum-computing adiabatic-quantum-computing

Created 2022-03-02

461 commits to main branch, last one 5 months ago

2

32

apache-2.0

3

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

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

Created 2022-05-20

69 commits to main branch, last one about a year ago