hopfield-networks

There are 1 repository under hopfield-networks topic.

mcbal / deep-implicit-attention
Implementation of deep implicit attention in PyTorch
artificial-intelligence attention-mechanism transformers deep-learning implicit-layers mean-field-theory boltzmann-machines deep-equilibrium-models hopfield-networks neural-networks ising-spin-models statistical-physics associative-memory
Language:Python 61
mcbal / spin-model-transformers
Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX
artificial-intelligence attention-mechanism deep-learning neural-networks statistical-physics associative-memory hopfield-networks mean-field-theory transformers ising-spin-models non-equilibrium-dynamics statistical-mechanics spin-glasses fixed-point-iteration vector-spin-models time-evolution partition-functions spin-models near-equilibrium-dynamics
Language:Python 28
crypto-code / Hopfield-Network
Create a Hopfield Network for Image Reconstruction
hopfield-network hopfield-neural-network hopfield-networks neural-network image-reconstruction image-restoration
Language:Python 13
mcbal / afem
Implementation of approximate free-energy minimization in PyTorch
artificial-intelligence deep-learning transformers attention-mechanism partition-functions free-energy statistical-physics spin-models pytorch steepest-descent saddle-point ising-spin-models neural-networks boltzmann-machines hopfield-networks
Language:Python 13
mc-cat-tty / HopfieldOCR
A Hopfield network to reconstruct patterns (numerical digits) and cope with noise.
algorithm-visualisation hebbian-learning hebbian-learning-rule hopfield-network hopfield-networks hopfield-neural-network manim-animations manim-python neural-network neural-networks
Language:Python 4
Complexity-continuum-within-Ising-formulation-of-NP-problems
kir-kalinin / Complexity-continuum-within-Ising-formulation-of-NP-problems
The optimisation of the Ising model on various coupling matrices with various methods
optimisation hopfield-networks hopfield-neural-network gurobi ising-model ising-hamiltonian physics-inspired-optimisation
Language:Jupyter Notebook 2
matanabudy / mdl-hn
Minimum Description Length Hopfield Networks
associative-memory hopfield hopfield-network hopfield-networks hopfield-neural-network kolmogorov-complexity minimum-description-length
Language:Python 2
juanlao7 / bblr-hopfield-boltzmann
A practical comparison between Hopfield Networks and Restricted Boltzmann Machines as content-addressable autoassociative memories.
hopfield-networks restricted-boltzmann-machines research-project artificial-intelligence machine-learning
Language:Python 0
dmeoli / ComputationalNeuroscience
Code for Computational Neuroscience course 2020/2021 @ UniPi
esn rnn echo-state-networks reservoir-computing hopfield-networks hebbian-learning spiking-neurons izhikevich-model hebbian-plasticity oja-rule
Language:MATLAB
slarwise / hopfield
Hopfield networks for pattern recognition
hopfield-networks neural-network pattern-recognition
Language:Python